Leanred structure of BN for Mutant
vs Non-mutant
Leanred structure of BN for Normal
vs Mutant
Leanred structure of BN for Normal
vs Non-mutant
Some network parameters for each comparison
| Comparison | Gene Count | Relation Count | Average Degree | Density | Diameter | Clustering Coefficient |
|---|---|---|---|---|---|---|
| Mutant-Nonmutant | 206 | 1411 | 13.69903 | 0.0334123 | 11 | 0.2272983 |
| Normal-Mutant | 204 | 1860 | 18.23529 | 0.0449145 | 9 | 0.1993829 |
| Normal-Nonmutant | 204 | 1853 | 18.16667 | 0.0447455 | 12 | 0.2124990 |
Venn diagram of shared genes between different comparisons
Gene degree Box_plot for each comparison
Gene degree distribution for each comparison
List of top ten genes by degree in each comparison (shared genes are highlighted )
| Gene Symbol | Total-degree | Out-degree | In-Degree | |
|---|---|---|---|---|
| 1 | ECEL1 | 33 | 5 | 28 |
| 2 | GABRP | 32 | 4 | 28 |
| 3 | SOX10 | 32 | 23 | 9 |
| 4 | PKP1 | 31 | 13 | 18 |
| 5 | KLK5 | 31 | 26 | 5 |
| 6 | SFRP1 | 30 | 25 | 5 |
| 7 | ROPN1B | 29 | 9 | 20 |
| 8 | CRYAB | 29 | 22 | 7 |
| 9 | SBSN | 29 | 11 | 18 |
| 10 | PTN | 29 | 23 | 6 |
| 11 | LGALS7B | 28 | 10 | 18 |
| 12 | KRT16 | 27 | 6 | 21 |
| 13 | KRT81 | 26 | 17 | 9 |
| 14 | MIA | 26 | 21 | 5 |
| 15 | SLC6A14 | 26 | 8 | 18 |
| 16 | SLPI | 26 | 6 | 20 |
| 17 | ELF5 | 26 | 11 | 15 |
| 18 | S100A8 | 25 | 24 | 1 |
| 19 | PIGR | 25 | 8 | 17 |
| 20 | A2ML1 | 24 | 1 | 23 |
| 21 | KRT7 | 24 | 1 | 23 |
| 22 | DSG3 | 24 | 4 | 20 |
| 23 | RHCG | 24 | 3 | 21 |
| 24 | C4orf7 | 23 | 21 | 2 |
| 25 | TNNT3 | 23 | 4 | 19 |
| 26 | GLYATL2 | 23 | 20 | 3 |
| 27 | KRT6B | 23 | 14 | 9 |
| 28 | RARRES1 | 22 | 17 | 5 |
| 29 | ID4 | 22 | 5 | 17 |
| 30 | WIF1 | 22 | 16 | 6 |
| 31 | KLK6 | 22 | 3 | 19 |
| 32 | SYNM | 22 | 20 | 2 |
| 33 | S100B | 22 | 17 | 5 |
| 34 | LY6D | 22 | 7 | 15 |
| 35 | KLK7 | 21 | 14 | 7 |
| 36 | TTYH1 | 20 | 9 | 11 |
| 37 | RPPH1 | 20 | 20 | 0 |
| 38 | LTF | 20 | 15 | 5 |
| 39 | SAA2 | 20 | 9 | 11 |
| 40 | MYH1 | 19 | 5 | 14 |
| 41 | SLC7A2 | 19 | 4 | 15 |
| 42 | FABP7 | 19 | 16 | 3 |
| 43 | SLC13A2 | 19 | 5 | 14 |
| 44 | CLCA2 | 19 | 14 | 5 |
| 45 | S100A7A | 19 | 1 | 18 |
| 46 | MUCL1 | 19 | 15 | 4 |
| 47 | APOBEC2 | 19 | 10 | 9 |
| 48 | KCNJ3 | 19 | 4 | 15 |
| 49 | MYH2 | 18 | 2 | 16 |
| 50 | SLC16A6 | 18 | 7 | 11 |
| 51 | AOX1 | 18 | 4 | 14 |
| 52 | MYBPC2 | 18 | 8 | 10 |
| 53 | MUC2 | 18 | 4 | 14 |
| 54 | FGL1 | 18 | 12 | 6 |
| 55 | AQP5 | 18 | 1 | 17 |
| 56 | PI16 | 18 | 11 | 7 |
| 57 | SLC5A8 | 18 | 0 | 18 |
| 58 | STAC2 | 17 | 13 | 4 |
| 59 | IGSF21 | 17 | 10 | 7 |
| 60 | NEB | 17 | 7 | 10 |
| 61 | BPIL1 | 17 | 3 | 14 |
| 62 | TNNC1 | 17 | 11 | 6 |
| 63 | TRH | 17 | 2 | 15 |
| 64 | GPC3 | 16 | 3 | 13 |
| 65 | GLRB | 16 | 6 | 10 |
| 66 | LRRN1 | 16 | 6 | 10 |
| 67 | NUDT8 | 16 | 13 | 3 |
| 68 | SERHL2 | 16 | 10 | 6 |
| 69 | ATP2A1 | 16 | 3 | 13 |
| 70 | CYP4Z2P | 16 | 13 | 3 |
| 71 | CHGB | 16 | 15 | 1 |
| 72 | CITED1 | 16 | 3 | 13 |
| 73 | CYP4Z1 | 16 | 10 | 6 |
| 74 | TAT | 16 | 8 | 8 |
| 75 | PCP4 | 15 | 13 | 2 |
| 76 | NOVA1 | 15 | 5 | 10 |
| 77 | IGSF1 | 15 | 6 | 9 |
| 78 | SLN | 15 | 7 | 8 |
| 79 | S100A9 | 15 | 6 | 9 |
| 80 | ACTA1 | 15 | 3 | 12 |
| 81 | HMGCS2 | 15 | 3 | 12 |
| 82 | CPE | 14 | 8 | 6 |
| 83 | SCRG1 | 14 | 11 | 3 |
| 84 | CEACAM6 | 14 | 11 | 3 |
| 85 | TCAP | 14 | 0 | 14 |
| 86 | UBD | 14 | 14 | 0 |
| 87 | CA3 | 14 | 0 | 14 |
| 88 | TNNI2 | 14 | 5 | 9 |
| 89 | UCP1 | 14 | 5 | 9 |
| 90 | MYOZ1 | 14 | 2 | 12 |
| 91 | PYGM | 14 | 1 | 13 |
| 92 | KRT6C | 14 | 8 | 6 |
| 93 | CLEC3A | 14 | 5 | 9 |
| 94 | KRT1 | 13 | 12 | 1 |
| 95 | PEG3 | 13 | 5 | 8 |
| 96 | NRAP | 13 | 8 | 5 |
| 97 | LGALS7 | 13 | 4 | 9 |
| 98 | KLK10 | 13 | 1 | 12 |
| 99 | PCSK1 | 13 | 1 | 12 |
| 100 | GAB2 | 12 | 2 | 10 |
| Gene Symbol | Total-degree | Out-degree | In-Degree | |
|---|---|---|---|---|
| 1 | GATA3 | 41 | 33 | 8 |
| 2 | DST | 37 | 29 | 8 |
| 3 | DCN | 37 | 21 | 16 |
| 4 | VIM | 36 | 24 | 12 |
| 5 | GSN | 35 | 22 | 13 |
| 6 | AHNAK | 34 | 28 | 6 |
| 7 | MUC1 | 34 | 29 | 5 |
| 8 | SFRP1 | 34 | 17 | 17 |
| 9 | NUCB2 | 34 | 15 | 19 |
| 10 | FN1 | 30 | 10 | 20 |
| 11 | SPINT2 | 30 | 22 | 8 |
| 12 | HSPB1 | 30 | 23 | 7 |
| 13 | DPT | 29 | 8 | 21 |
| 14 | TIMP1 | 29 | 3 | 26 |
| 15 | PLIN4 | 28 | 23 | 5 |
| 16 | P4HB | 28 | 26 | 2 |
| 17 | FHL1 | 27 | 2 | 25 |
| 18 | ANXA1 | 27 | 16 | 11 |
| 19 | GPX3 | 27 | 16 | 11 |
| 20 | SYNGR2 | 27 | 27 | 0 |
| 21 | SLC9A3R1 | 27 | 15 | 12 |
| 22 | CSRP1 | 27 | 21 | 6 |
| 23 | GPD1 | 27 | 21 | 6 |
| 24 | C3 | 27 | 14 | 13 |
| 25 | TNS1 | 26 | 17 | 9 |
| 26 | BGN | 26 | 21 | 5 |
| 27 | CA3 | 26 | 0 | 26 |
| 28 | S100A14 | 26 | 19 | 7 |
| 29 | LRP1 | 26 | 13 | 13 |
| 30 | XBP1 | 26 | 6 | 20 |
| 31 | ALDOA | 26 | 0 | 26 |
| 32 | ERBB2 | 26 | 20 | 6 |
| 33 | CAV1 | 25 | 15 | 10 |
| 34 | STARD10 | 25 | 15 | 10 |
| 35 | CRYAB | 25 | 3 | 22 |
| 36 | SRP9 | 25 | 22 | 3 |
| 37 | ACTA2 | 25 | 10 | 15 |
| 38 | COX6A1 | 25 | 15 | 10 |
| 39 | DHCR24 | 25 | 6 | 19 |
| 40 | LGALS3BP | 25 | 10 | 15 |
| 41 | MMP11 | 24 | 12 | 12 |
| 42 | LPL | 24 | 22 | 2 |
| 43 | KBTBD10 | 24 | 3 | 21 |
| 44 | ARF1 | 24 | 19 | 5 |
| 45 | CIDEC | 24 | 22 | 2 |
| 46 | PDIA3 | 24 | 22 | 2 |
| 47 | MYL9 | 24 | 9 | 15 |
| 48 | PRDX1 | 24 | 15 | 9 |
| 49 | S100A4 | 24 | 14 | 10 |
| 50 | MB | 24 | 1 | 23 |
| 51 | CFB | 24 | 16 | 8 |
| 52 | ESR1 | 24 | 12 | 12 |
| 53 | BCAM | 24 | 7 | 17 |
| 54 | HSPB6 | 23 | 3 | 20 |
| 55 | MYH2 | 23 | 9 | 14 |
| 56 | RBP4 | 23 | 17 | 6 |
| 57 | SAA2 | 23 | 5 | 18 |
| 58 | TAGLN | 23 | 8 | 15 |
| 59 | KRT14 | 23 | 19 | 4 |
| 60 | SLPI | 23 | 17 | 6 |
| 61 | SCD | 23 | 15 | 8 |
| 62 | TTN | 22 | 2 | 20 |
| 63 | TNNC2 | 22 | 6 | 16 |
| 64 | FABP4 | 22 | 21 | 1 |
| 65 | RNASE1 | 22 | 14 | 8 |
| 66 | AGR3 | 22 | 14 | 8 |
| 67 | CA12 | 22 | 9 | 13 |
| 68 | SERPING1 | 22 | 13 | 9 |
| 69 | C1R | 22 | 10 | 12 |
| 70 | FABP5 | 22 | 19 | 3 |
| 71 | AEBP1 | 22 | 17 | 5 |
| 72 | TXNIP | 21 | 1 | 20 |
| 73 | HBA2 | 21 | 9 | 12 |
| 74 | TNNT3 | 21 | 1 | 20 |
| 75 | PLIN1 | 21 | 19 | 2 |
| 76 | CFL1 | 21 | 12 | 9 |
| 77 | SAA1 | 21 | 16 | 5 |
| 78 | ADH1B | 21 | 4 | 17 |
| 79 | FXYD3 | 21 | 5 | 16 |
| 80 | RARRES3 | 21 | 3 | 18 |
| 81 | KRT5 | 21 | 16 | 5 |
| 82 | IFITM1 | 21 | 10 | 11 |
| 83 | SERPINA3 | 21 | 11 | 10 |
| 84 | HBA1 | 20 | 4 | 16 |
| 85 | S100P | 20 | 4 | 16 |
| 86 | ADIPOQ | 20 | 5 | 15 |
| 87 | KRT8 | 20 | 14 | 6 |
| 88 | MRPS30 | 20 | 13 | 7 |
| 89 | KRT19 | 20 | 14 | 6 |
| 90 | SERPINF1 | 20 | 10 | 10 |
| 91 | COL1A2 | 20 | 11 | 9 |
| 92 | MGP | 20 | 10 | 10 |
| 93 | KRT7 | 20 | 2 | 18 |
| 94 | HBB | 19 | 9 | 10 |
| 95 | H3F3A | 19 | 12 | 7 |
| 96 | TPM2 | 19 | 0 | 19 |
| 97 | PPDPF | 19 | 8 | 11 |
| 98 | AGR2 | 19 | 12 | 7 |
| 99 | SOD2 | 19 | 7 | 12 |
| 100 | LDHB | 19 | 9 | 10 |
| Gene Symbol | Total-degree | Out-degree | In-Degree | |
|---|---|---|---|---|
| 1 | DCN | 38 | 12 | 26 |
| 2 | DST | 37 | 30 | 7 |
| 3 | SPARCL1 | 37 | 24 | 13 |
| 4 | CAV1 | 36 | 17 | 19 |
| 5 | VIM | 35 | 20 | 15 |
| 6 | GSN | 33 | 17 | 16 |
| 7 | AHNAK | 32 | 24 | 8 |
| 8 | MUC1 | 32 | 27 | 5 |
| 9 | VWF | 31 | 20 | 11 |
| 10 | S100A11 | 31 | 15 | 16 |
| 11 | BGN | 30 | 25 | 5 |
| 12 | TIMP1 | 30 | 14 | 16 |
| 13 | DPT | 29 | 13 | 16 |
| 14 | CRYAB | 29 | 4 | 25 |
| 15 | FABP4 | 29 | 27 | 2 |
| 16 | SMS | 29 | 7 | 22 |
| 17 | TNS1 | 28 | 17 | 11 |
| 18 | CIDEC | 28 | 27 | 1 |
| 19 | ADH1B | 28 | 7 | 21 |
| 20 | MYL9 | 28 | 19 | 9 |
| 21 | GATA3 | 28 | 10 | 18 |
| 22 | LRP1 | 28 | 6 | 22 |
| 23 | SPINT2 | 28 | 20 | 8 |
| 24 | SLC9A3R1 | 28 | 12 | 16 |
| 25 | HSPB1 | 28 | 19 | 9 |
| 26 | FHL1 | 27 | 2 | 25 |
| 27 | ARF1 | 27 | 19 | 8 |
| 28 | ACTA2 | 27 | 16 | 11 |
| 29 | RNASE1 | 27 | 9 | 18 |
| 30 | SERPING1 | 27 | 6 | 21 |
| 31 | XBP1 | 27 | 21 | 6 |
| 32 | SPTBN1 | 26 | 17 | 9 |
| 33 | GPX3 | 26 | 16 | 10 |
| 34 | CA3 | 26 | 0 | 26 |
| 35 | GPD1 | 26 | 19 | 7 |
| 36 | SFRP1 | 26 | 15 | 11 |
| 37 | ESR1 | 26 | 15 | 11 |
| 38 | NUCB2 | 26 | 17 | 9 |
| 39 | ANXA1 | 25 | 6 | 19 |
| 40 | ACSL1 | 25 | 18 | 7 |
| 41 | TPM2 | 25 | 0 | 25 |
| 42 | STARD10 | 25 | 21 | 4 |
| 43 | SAA1 | 24 | 20 | 4 |
| 44 | H3F3A | 24 | 17 | 7 |
| 45 | KRT8 | 24 | 17 | 7 |
| 46 | S100A4 | 24 | 13 | 11 |
| 47 | SLPI | 24 | 19 | 5 |
| 48 | HSPB6 | 23 | 4 | 19 |
| 49 | TNNC1 | 23 | 4 | 19 |
| 50 | PLIN1 | 23 | 21 | 2 |
| 51 | PLIN4 | 23 | 15 | 8 |
| 52 | CA12 | 23 | 9 | 14 |
| 53 | COL1A1 | 23 | 20 | 3 |
| 54 | AEBP1 | 23 | 20 | 3 |
| 55 | FADS2 | 23 | 22 | 1 |
| 56 | HBA2 | 22 | 7 | 15 |
| 57 | S100P | 22 | 6 | 16 |
| 58 | S100A14 | 22 | 11 | 11 |
| 59 | KRT5 | 22 | 19 | 3 |
| 60 | DHCR24 | 22 | 11 | 11 |
| 61 | S100A16 | 22 | 13 | 9 |
| 62 | RBP4 | 21 | 12 | 9 |
| 63 | ADIPOQ | 21 | 13 | 8 |
| 64 | FN1 | 21 | 7 | 14 |
| 65 | JUP | 21 | 9 | 12 |
| 66 | MIF | 21 | 13 | 8 |
| 67 | MAGED2 | 21 | 3 | 18 |
| 68 | KRT14 | 21 | 19 | 2 |
| 69 | MRPS30 | 21 | 13 | 8 |
| 70 | COL1A2 | 21 | 18 | 3 |
| 71 | FABP5 | 21 | 2 | 19 |
| 72 | SCUBE2 | 21 | 14 | 7 |
| 73 | KBTBD10 | 20 | 6 | 14 |
| 74 | TNNI2 | 20 | 2 | 18 |
| 75 | HBA1 | 20 | 4 | 16 |
| 76 | TXNIP | 20 | 4 | 16 |
| 77 | TNNT3 | 20 | 3 | 17 |
| 78 | CD36 | 20 | 16 | 4 |
| 79 | COX6C | 20 | 12 | 8 |
| 80 | FSTL1 | 20 | 5 | 15 |
| 81 | A2M | 20 | 4 | 16 |
| 82 | ALDOA | 20 | 3 | 17 |
| 83 | IDH2 | 20 | 0 | 20 |
| 84 | MDK | 20 | 16 | 4 |
| 85 | IFITM1 | 20 | 11 | 9 |
| 86 | CSRP1 | 19 | 14 | 5 |
| 87 | MB | 19 | 1 | 18 |
| 88 | SEPP1 | 19 | 4 | 15 |
| 89 | MARCKSL1 | 19 | 14 | 5 |
| 90 | MAL2 | 19 | 3 | 16 |
| 91 | TAGLN | 19 | 10 | 9 |
| 92 | CFB | 19 | 6 | 13 |
| 93 | AGR3 | 19 | 7 | 12 |
| 94 | C3 | 19 | 7 | 12 |
| 95 | SERPINF1 | 19 | 5 | 14 |
| 96 | FXYD3 | 19 | 9 | 10 |
| 97 | STAT1 | 19 | 12 | 7 |
| 98 | CGA | 19 | 19 | 0 |
| 99 | LPL | 18 | 18 | 0 |
| 100 | TSPAN13 | 18 | 8 | 10 |
List of top ten genes by betweenness in each comparison (shared genes are highlighted )
| Gene Symbol | Betweenness | |
|---|---|---|
| 1 | SFRP1 | 1017.8461 |
| 2 | SERHL2 | 818.5601 |
| 3 | APOBEC2 | 797.9446 |
| 4 | PKP1 | 735.3207 |
| 5 | FGL1 | 723.5288 |
| 6 | NEB | 690.9678 |
| 7 | ROPN1B | 689.5012 |
| 8 | S100B | 687.3248 |
| 9 | CORO6 | 633.1863 |
| 10 | CITED1 | 615.6466 |
| 11 | FGG | 596.7518 |
| 12 | MYOZ1 | 591.7587 |
| 13 | SLC16A6 | 589.8427 |
| 14 | IGSF21 | 549.9955 |
| 15 | SBSN | 542.0053 |
| 16 | KLK7 | 534.4375 |
| 17 | PTN | 510.7903 |
| 18 | CLEC3A | 508.6175 |
| 19 | SOX10 | 480.8511 |
| 20 | MYBPC2 | 463.2385 |
| 21 | KLK5 | 450.6831 |
| 22 | ELF5 | 442.1774 |
| 23 | KCNJ3 | 434.0193 |
| 24 | GLRB | 429.8489 |
| 25 | PIGR | 416.0802 |
| 26 | BPIL1 | 414.7322 |
| 27 | SLC7A2 | 405.4362 |
| 28 | NRIP3 | 402.2709 |
| 29 | SAA2 | 396.5253 |
| 30 | ID4 | 395.7194 |
| 31 | LGALS7B | 390.8442 |
| 32 | CLCA2 | 361.7015 |
| 33 | KRT81 | 359.8596 |
| 34 | PRG4 | 345.6964 |
| 35 | ECEL1 | 344.8901 |
| 36 | NOVA1 | 341.9938 |
| 37 | FABP7 | 340.2875 |
| 38 | UCP1 | 340.1343 |
| 39 | C2orf54 | 339.5273 |
| 40 | RARRES1 | 335.1040 |
| 41 | IGSF1 | 334.9730 |
| 42 | TAT | 332.0414 |
| 43 | NELL1 | 331.9000 |
| 44 | WNT11 | 320.2416 |
| 45 | PI16 | 318.5591 |
| 46 | GABRP | 316.3801 |
| 47 | MUC2 | 315.8717 |
| 48 | IL20 | 314.4307 |
| 49 | TNNI2 | 299.6466 |
| 50 | SLPI | 298.1393 |
| 51 | PIP | 298.1194 |
| 52 | LRRN1 | 297.7649 |
| 53 | MUCL1 | 296.6506 |
| 54 | NUDT8 | 289.7240 |
| 55 | CRYAB | 289.5631 |
| 56 | SLC13A2 | 288.2801 |
| 57 | TPSD1 | 285.3362 |
| 58 | SSTR2 | 280.4433 |
| 59 | ASRGL1 | 279.2765 |
| 60 | ASCL1 | 270.9687 |
| 61 | TNNT3 | 260.5087 |
| 62 | CPE | 252.5000 |
| 63 | CYP4Z2P | 235.1612 |
| 64 | GLYATL2 | 233.7837 |
| 65 | HMGCS2 | 227.5958 |
| 66 | KLHDC7A | 222.5621 |
| 67 | TTYH1 | 217.6672 |
| 68 | CYP4F8 | 214.8714 |
| 69 | PEG3 | 212.3909 |
| 70 | SLC26A3 | 209.9116 |
| 71 | CYP4Z1 | 207.9226 |
| 72 | TPSAB1 | 203.4142 |
| 73 | SLN | 202.5194 |
| 74 | LTF | 201.5722 |
| 75 | TNNC1 | 200.6494 |
| 76 | PROL1 | 200.0577 |
| 77 | KRT15 | 197.3168 |
| 78 | CELP | 193.3544 |
| 79 | MYH1 | 191.4563 |
| 80 | SPAG6 | 187.4393 |
| 81 | TRH | 183.0533 |
| 82 | SLC6A14 | 181.1691 |
| 83 | DSG3 | 181.0202 |
| 84 | CLIC6 | 176.8178 |
| 85 | CARTPT | 175.5352 |
| 86 | COL9A2 | 174.7639 |
| 87 | GPC3 | 170.4469 |
| 88 | CHRDL2 | 168.5375 |
| 89 | AFP | 166.5385 |
| 90 | AMIGO2 | 165.9230 |
| 91 | TSKU | 163.5353 |
| 92 | CDSN | 163.1294 |
| 93 | S100A9 | 163.0337 |
| 94 | WIF1 | 161.8947 |
| 95 | PCDH10 | 160.3405 |
| 96 | STAC2 | 160.0393 |
| 97 | DES | 155.9557 |
| 98 | CASP14 | 145.1439 |
| 99 | ACTA1 | 145.1311 |
| 100 | CEACAM6 | 144.3054 |
| Gene Symbol | Betweenness | |
|---|---|---|
| 1 | NUCB2 | 681.2938 |
| 2 | PIP | 534.1731 |
| 3 | ESR1 | 525.0438 |
| 4 | FN1 | 518.3751 |
| 5 | SFRP1 | 499.5520 |
| 6 | GATA3 | 454.2497 |
| 7 | COX6A1 | 450.1461 |
| 8 | SLC9A3R1 | 427.8013 |
| 9 | GRIA2 | 415.8217 |
| 10 | VIM | 380.3860 |
| 11 | C3 | 368.1347 |
| 12 | DPT | 364.8416 |
| 13 | MYH2 | 362.3845 |
| 14 | CYP2B7P1 | 353.1244 |
| 15 | MMP11 | 349.8655 |
| 16 | AGR3 | 343.0937 |
| 17 | LTF | 334.8023 |
| 18 | STARD10 | 334.1945 |
| 19 | SAA2 | 325.8000 |
| 20 | TNNT1 | 318.0119 |
| 21 | ERBB2 | 315.3611 |
| 22 | APOD | 313.7265 |
| 23 | LGALS3BP | 312.1380 |
| 24 | TIMP1 | 306.7148 |
| 25 | SEPP1 | 304.0013 |
| 26 | LRP1 | 303.8877 |
| 27 | NEB | 296.3430 |
| 28 | MRPS30 | 295.3419 |
| 29 | CA12 | 287.7829 |
| 30 | SERPING1 | 286.5508 |
| 31 | IFITM1 | 284.9500 |
| 32 | MUC1 | 282.8803 |
| 33 | SPINT2 | 281.8134 |
| 34 | BCAM | 281.2421 |
| 35 | S100A14 | 277.9502 |
| 36 | CYR61 | 274.1607 |
| 37 | KRT7 | 264.5986 |
| 38 | AHNAK | 264.5521 |
| 39 | DST | 263.5965 |
| 40 | PRLR | 262.8478 |
| 41 | DCN | 259.8900 |
| 42 | PRDX1 | 254.7165 |
| 43 | XBP1 | 252.5567 |
| 44 | CFL1 | 246.7041 |
| 45 | CFB | 235.5939 |
| 46 | TNNT3 | 233.3425 |
| 47 | PPDPF | 232.1963 |
| 48 | DHCR24 | 228.7808 |
| 49 | CST5 | 224.9542 |
| 50 | S100A16 | 224.8701 |
| 51 | GSN | 224.3769 |
| 52 | LDHB | 220.3744 |
| 53 | C10orf116 | 220.3215 |
| 54 | HSPB6 | 214.7196 |
| 55 | CHGB | 209.9451 |
| 56 | STAT1 | 208.4241 |
| 57 | CEACAM6 | 207.4022 |
| 58 | SOD2 | 207.3819 |
| 59 | KRT19 | 206.9712 |
| 60 | TXNIP | 206.4883 |
| 61 | MGP | 204.6120 |
| 62 | SRP9 | 203.9556 |
| 63 | CRABP2 | 203.6312 |
| 64 | HMGCS2 | 201.1905 |
| 65 | TFF1 | 200.5797 |
| 66 | GSTP1 | 197.8322 |
| 67 | COX6C | 197.2967 |
| 68 | HBA2 | 194.5397 |
| 69 | PVALB | 193.1673 |
| 70 | HSPB1 | 191.1195 |
| 71 | S100P | 190.7332 |
| 72 | C1R | 189.8549 |
| 73 | RARRES3 | 187.1210 |
| 74 | SLPI | 187.0640 |
| 75 | COL1A2 | 186.2447 |
| 76 | MGST1 | 185.5025 |
| 77 | JUP | 184.9019 |
| 78 | POSTN | 182.5979 |
| 79 | ISG15 | 181.8582 |
| 80 | DUSP1 | 179.6399 |
| 81 | SCD | 178.3015 |
| 82 | TAGLN | 176.7368 |
| 83 | A2M | 174.0683 |
| 84 | PRSS23 | 167.5283 |
| 85 | TAT | 164.3915 |
| 86 | ANXA1 | 159.3306 |
| 87 | SERPINA3 | 159.3229 |
| 88 | CRIP1 | 158.6414 |
| 89 | H3F3A | 158.5798 |
| 90 | MDK | 153.0726 |
| 91 | OAS3 | 149.8538 |
| 92 | S100A4 | 142.6726 |
| 93 | MYBPC1 | 142.2217 |
| 94 | ACTA1 | 140.0381 |
| 95 | MIF | 139.3112 |
| 96 | OLFM4 | 137.9747 |
| 97 | ACTA2 | 136.4403 |
| 98 | NME1-NME2 | 135.0040 |
| 99 | SLC39A6 | 134.0313 |
| 100 | TNS1 | 133.2307 |
| Gene Symbol | Betweenness | |
|---|---|---|
| 1 | SMS | 865.4035 |
| 2 | AHNAK | 605.9411 |
| 3 | CA12 | 577.1493 |
| 4 | VIM | 567.7892 |
| 5 | MAL2 | 561.4521 |
| 6 | SPINT2 | 540.4253 |
| 7 | JUP | 524.7115 |
| 8 | SLC9A3R1 | 521.8991 |
| 9 | ESR1 | 519.3861 |
| 10 | S100A11 | 509.8191 |
| 11 | TIMP1 | 493.5772 |
| 12 | ARF1 | 473.8581 |
| 13 | GATA3 | 472.0546 |
| 14 | SEPP1 | 460.8655 |
| 15 | NME1 | 458.3705 |
| 16 | NUCB2 | 450.0166 |
| 17 | FSTL1 | 449.8564 |
| 18 | H3F3A | 422.7424 |
| 19 | SERPING1 | 387.2020 |
| 20 | LAPTM4B | 385.6882 |
| 21 | C3 | 370.6485 |
| 22 | RNASE1 | 368.3654 |
| 23 | HSPB6 | 359.7567 |
| 24 | XBP1 | 357.6979 |
| 25 | MUC1 | 352.5848 |
| 26 | KRT19 | 347.2038 |
| 27 | MRPS30 | 345.1768 |
| 28 | TXNIP | 340.6430 |
| 29 | SPARCL1 | 325.7987 |
| 30 | TNNT3 | 319.7376 |
| 31 | CAV1 | 316.2827 |
| 32 | SLPI | 309.0979 |
| 33 | AGR3 | 303.6802 |
| 34 | MYH2 | 295.8980 |
| 35 | MYL9 | 282.9952 |
| 36 | DHCR24 | 278.2664 |
| 37 | GRIA2 | 277.8833 |
| 38 | PVALB | 272.8595 |
| 39 | MARCKSL1 | 265.4293 |
| 40 | SCUBE2 | 263.2563 |
| 41 | HSPB1 | 260.7503 |
| 42 | GSN | 257.5238 |
| 43 | CD24 | 255.5711 |
| 44 | TSPAN13 | 252.9269 |
| 45 | FN1 | 250.9609 |
| 46 | DST | 250.8670 |
| 47 | CST5 | 247.5520 |
| 48 | OAS3 | 246.4048 |
| 49 | SCD | 244.3908 |
| 50 | SERPINA3 | 244.1809 |
| 51 | ALDOA | 235.1734 |
| 52 | FABP5 | 233.1011 |
| 53 | DCN | 229.4650 |
| 54 | COX6C | 225.9120 |
| 55 | C17orf37 | 218.8406 |
| 56 | STARD10 | 217.6793 |
| 57 | A2M | 217.4640 |
| 58 | SPTBN1 | 216.1514 |
| 59 | AGR2 | 215.0987 |
| 60 | ANXA1 | 214.4199 |
| 61 | CHGB | 206.9000 |
| 62 | KBTBD10 | 206.4801 |
| 63 | SFRP1 | 205.8309 |
| 64 | TNNC1 | 203.3470 |
| 65 | S100A4 | 201.2341 |
| 66 | MIF | 194.8501 |
| 67 | CLEC3A | 190.5336 |
| 68 | POSTN | 186.4482 |
| 69 | RARRES3 | 185.7792 |
| 70 | S100P | 182.2726 |
| 71 | BGN | 176.8483 |
| 72 | S100A14 | 176.1906 |
| 73 | CRYAB | 174.6420 |
| 74 | KRT17 | 174.4039 |
| 75 | ERBB2 | 174.3244 |
| 76 | SPP1 | 171.5711 |
| 77 | MAGED2 | 171.5418 |
| 78 | PSMD3 | 171.4411 |
| 79 | VWF | 170.5975 |
| 80 | CFB | 168.8390 |
| 81 | TNS1 | 166.6998 |
| 82 | S100A16 | 166.4498 |
| 83 | KRT8 | 165.8243 |
| 84 | IFITM1 | 165.6016 |
| 85 | ACSL1 | 161.9227 |
| 86 | SCGB2A2 | 161.9107 |
| 87 | LRP1 | 161.7717 |
| 88 | STAT1 | 160.6270 |
| 89 | MMP11 | 159.5231 |
| 90 | NAT1 | 148.4497 |
| 91 | ADH1B | 147.0855 |
| 92 | CYP2B7P1 | 142.6421 |
| 93 | DUSP1 | 141.3156 |
| 94 | CRIP1 | 139.9326 |
| 95 | PSMB3 | 139.0368 |
| 96 | ACTA1 | 138.8858 |
| 97 | SLC39A6 | 130.8101 |
| 98 | LDHB | 130.3643 |
| 99 | DPT | 128.6484 |
| 100 | RBP4 | 128.1855 |
List of top ten genes by closeness in each comparison (Shared genes are highlighted )
| Gene Symbol | Closeness | |
|---|---|---|
| 1 | KRT7 | 1.0000000 |
| 2 | AQP5 | 1.0000000 |
| 3 | PYGM | 1.0000000 |
| 4 | PCSK1 | 1.0000000 |
| 5 | MSLN | 0.2500000 |
| 6 | ACTA1 | 0.2000000 |
| 7 | ATP2A1 | 0.1428571 |
| 8 | A2ML1 | 0.1250000 |
| 9 | MYH2 | 0.1000000 |
| 10 | FOXC1 | 0.0769231 |
| 11 | ID4 | 0.0357143 |
| 12 | DES | 0.0277778 |
| 13 | PTHLH | 0.0238095 |
| 14 | MYH1 | 0.0232558 |
| 15 | GABRP | 0.0232558 |
| 16 | GPC3 | 0.0227273 |
| 17 | TNNT3 | 0.0217391 |
| 18 | ECEL1 | 0.0204082 |
| 19 | KLK10 | 0.0196078 |
| 20 | KLK13 | 0.0192308 |
| 21 | SLPI | 0.0192308 |
| 22 | TFPI2 | 0.0175439 |
| 23 | MARCO | 0.0172414 |
| 24 | RHCG | 0.0153846 |
| 25 | LGALS7 | 0.0149254 |
| 26 | KLK12 | 0.0147059 |
| 27 | LY6D | 0.0147059 |
| 28 | SLC13A2 | 0.0144928 |
| 29 | S100A7A | 0.0142857 |
| 30 | KLK6 | 0.0140845 |
| 31 | DSG3 | 0.0136986 |
| 32 | TF | 0.0133333 |
| 33 | TPH1 | 0.0133333 |
| 34 | PIGR | 0.0133333 |
| 35 | CELP | 0.0131579 |
| 36 | SLC16A6 | 0.0123457 |
| 37 | KLHDC7A | 0.0109890 |
| 38 | TRH | 0.0107527 |
| 39 | AMBP | 0.0098039 |
| 40 | CLIC6 | 0.0092593 |
| 41 | TSKU | 0.0090909 |
| 42 | GAB2 | 0.0089286 |
| 43 | PCSK6 | 0.0088496 |
| 44 | NRIP3 | 0.0088496 |
| 45 | TMEM64 | 0.0083333 |
| 46 | SLC7A2 | 0.0080000 |
| 47 | KCNJ3 | 0.0076923 |
| 48 | SLC6A4 | 0.0074074 |
| 49 | NOVA1 | 0.0073529 |
| 50 | TAT | 0.0073529 |
| 51 | GLRB | 0.0069444 |
| 52 | TARP | 0.0064935 |
| 53 | DHRS9 | 0.0063694 |
| 54 | PKP1 | 0.0061350 |
| 55 | UCP1 | 0.0060976 |
| 56 | NPY1R | 0.0060606 |
| 57 | WNT11 | 0.0055556 |
| 58 | PIP | 0.0055249 |
| 59 | ROPN1B | 0.0053191 |
| 60 | KRT6B | 0.0053191 |
| 61 | LGALS7B | 0.0051813 |
| 62 | SSTR2 | 0.0051282 |
| 63 | KRT6C | 0.0050505 |
| 64 | MUC2 | 0.0050000 |
| 65 | AOX1 | 0.0049261 |
| 66 | CPE | 0.0048544 |
| 67 | CITED1 | 0.0048544 |
| 68 | SPAG6 | 0.0048309 |
| 69 | S100B | 0.0047619 |
| 70 | IGSF1 | 0.0046296 |
| 71 | BPIL1 | 0.0046083 |
| 72 | XDH | 0.0045662 |
| 73 | WDR72 | 0.0045662 |
| 74 | IL20 | 0.0045045 |
| 75 | PI16 | 0.0044444 |
| 76 | CORO6 | 0.0043668 |
| 77 | PLA2G2A | 0.0043478 |
| 78 | KRT16 | 0.0043103 |
| 79 | SLC6A14 | 0.0042553 |
| 80 | MIA | 0.0042194 |
| 81 | SBSN | 0.0041841 |
| 82 | SYNPO2L | 0.0041667 |
| 83 | CRYAB | 0.0040816 |
| 84 | WIF1 | 0.0040816 |
| 85 | PRG4 | 0.0040486 |
| 86 | NTNG1 | 0.0040161 |
| 87 | SOX10 | 0.0040161 |
| 88 | NTS | 0.0039683 |
| 89 | SFRP1 | 0.0039370 |
| 90 | SAA2 | 0.0038168 |
| 91 | KRT1 | 0.0038023 |
| 92 | TRPA1 | 0.0037879 |
| 93 | PROL1 | 0.0037594 |
| 94 | KRT81 | 0.0036900 |
| 95 | TTYH1 | 0.0036765 |
| 96 | SCRG1 | 0.0036630 |
| 97 | CDSN | 0.0036496 |
| 98 | ELF5 | 0.0036364 |
| 99 | SYNM | 0.0036232 |
| 100 | PTN | 0.0035211 |
| Gene Symbol | Closeness | |
|---|---|---|
| 1 | DES | 1.0000000 |
| 2 | MB | 1.0000000 |
| 3 | MSMB | 1.0000000 |
| 4 | ASPH | 1.0000000 |
| 5 | CRYAB | 0.3333333 |
| 6 | FHL1 | 0.1666667 |
| 7 | MGST1 | 0.0714286 |
| 8 | OLFM4 | 0.0416667 |
| 9 | CYR61 | 0.0357143 |
| 10 | HSPB6 | 0.0312500 |
| 11 | EGR1 | 0.0294118 |
| 12 | DUSP1 | 0.0270270 |
| 13 | FOS | 0.0250000 |
| 14 | DPT | 0.0222222 |
| 15 | TNNT3 | 0.0222222 |
| 16 | ADH1B | 0.0208333 |
| 17 | TXNIP | 0.0192308 |
| 18 | ADIPOQ | 0.0188679 |
| 19 | HBA1 | 0.0169492 |
| 20 | TNNT1 | 0.0151515 |
| 21 | MYBPC1 | 0.0147059 |
| 22 | MYH2 | 0.0136986 |
| 23 | ACTA1 | 0.0136986 |
| 24 | NEB | 0.0126582 |
| 25 | TNNI2 | 0.0120482 |
| 26 | GJA1 | 0.0117647 |
| 27 | CXCL13 | 0.0117647 |
| 28 | KBTBD10 | 0.0113636 |
| 29 | TNNC2 | 0.0113636 |
| 30 | IGF1R | 0.0113636 |
| 31 | A2M | 0.0112360 |
| 32 | TIMP1 | 0.0111111 |
| 33 | PPP1R1B | 0.0111111 |
| 34 | TNNC1 | 0.0103093 |
| 35 | TRH | 0.0103093 |
| 36 | SEPP1 | 0.0101010 |
| 37 | DHCR24 | 0.0101010 |
| 38 | GRIA2 | 0.0101010 |
| 39 | TTN | 0.0100000 |
| 40 | KRT18 | 0.0100000 |
| 41 | NPY1R | 0.0097087 |
| 42 | LAPTM4B | 0.0095238 |
| 43 | LTF | 0.0081301 |
| 44 | S100A16 | 0.0079365 |
| 45 | ALB | 0.0078125 |
| 46 | KRT7 | 0.0075758 |
| 47 | RARRES3 | 0.0074627 |
| 48 | IGJ | 0.0074074 |
| 49 | CYP2B7P1 | 0.0069444 |
| 50 | BST2 | 0.0069444 |
| 51 | HMGCS2 | 0.0068966 |
| 52 | CLEC3A | 0.0067568 |
| 53 | MDK | 0.0067114 |
| 54 | CEACAM6 | 0.0061350 |
| 55 | KRT15 | 0.0060976 |
| 56 | CST5 | 0.0060976 |
| 57 | PIP | 0.0060241 |
| 58 | APOD | 0.0058480 |
| 59 | TAT | 0.0057803 |
| 60 | NUCB2 | 0.0056818 |
| 61 | CHGB | 0.0056818 |
| 62 | S100P | 0.0055556 |
| 63 | STARD10 | 0.0054054 |
| 64 | CPB1 | 0.0054054 |
| 65 | LGALS3BP | 0.0053191 |
| 66 | CYP2A7 | 0.0052632 |
| 67 | CYP2A6 | 0.0052356 |
| 68 | CHGA | 0.0052083 |
| 69 | TFF1 | 0.0052083 |
| 70 | PPDPF | 0.0051282 |
| 71 | SLITRK6 | 0.0051282 |
| 72 | XBP1 | 0.0051020 |
| 73 | CARTPT | 0.0050000 |
| 74 | MIF | 0.0049751 |
| 75 | SAA2 | 0.0049751 |
| 76 | SCGB2A2 | 0.0049261 |
| 77 | BCAM | 0.0048544 |
| 78 | DCD | 0.0048077 |
| 79 | FXYD3 | 0.0047619 |
| 80 | CRABP2 | 0.0047393 |
| 81 | LOC643719 | 0.0047393 |
| 82 | ECM1 | 0.0047170 |
| 83 | C4A | 0.0046948 |
| 84 | GSTP1 | 0.0045249 |
| 85 | PRLR | 0.0044843 |
| 86 | TFF3 | 0.0044643 |
| 87 | CCND1 | 0.0044444 |
| 88 | SLC9A3R1 | 0.0044248 |
| 89 | HBA2 | 0.0043668 |
| 90 | AGR2 | 0.0043290 |
| 91 | FN1 | 0.0043103 |
| 92 | PRSS23 | 0.0042918 |
| 93 | MRPS30 | 0.0042735 |
| 94 | SLC39A6 | 0.0042373 |
| 95 | ESR1 | 0.0042017 |
| 96 | MMP11 | 0.0041841 |
| 97 | SERPINA3 | 0.0041667 |
| 98 | CA12 | 0.0040984 |
| 99 | NME1-NME2 | 0.0040161 |
| 100 | PVALB | 0.0040000 |
| Gene Symbol | Closeness | |
|---|---|---|
| 1 | EGR1 | 1.0000000 |
| 2 | DES | 1.0000000 |
| 3 | MSMB | 1.0000000 |
| 4 | DCD | 1.0000000 |
| 5 | TNNT1 | 1.0000000 |
| 6 | TNNC2 | 0.5000000 |
| 7 | FOS | 0.5000000 |
| 8 | TNNI2 | 0.2500000 |
| 9 | DUSP1 | 0.2500000 |
| 10 | ZFP36 | 0.2000000 |
| 11 | SEPP1 | 0.0833333 |
| 12 | PRLR | 0.0476190 |
| 13 | CD24 | 0.0434783 |
| 14 | SMS | 0.0270270 |
| 15 | CRYAB | 0.0196078 |
| 16 | HSPB6 | 0.0192308 |
| 17 | DHRS2 | 0.0181818 |
| 18 | TNNT3 | 0.0144928 |
| 19 | FHL1 | 0.0142857 |
| 20 | RARRES3 | 0.0142857 |
| 21 | ALDOA | 0.0133333 |
| 22 | CYP4Z1 | 0.0125000 |
| 23 | KRT15 | 0.0121951 |
| 24 | WFDC2 | 0.0114943 |
| 25 | C4A | 0.0106383 |
| 26 | SERPINA6 | 0.0106383 |
| 27 | TNNC1 | 0.0104167 |
| 28 | A2M | 0.0104167 |
| 29 | MYH2 | 0.0102041 |
| 30 | KBTBD10 | 0.0098039 |
| 31 | MB | 0.0098039 |
| 32 | PSMB3 | 0.0097087 |
| 33 | FABP5 | 0.0097087 |
| 34 | NEB | 0.0096154 |
| 35 | ACTA1 | 0.0096154 |
| 36 | BST2 | 0.0095238 |
| 37 | SLITRK6 | 0.0088496 |
| 38 | S100P | 0.0086957 |
| 39 | C17orf37 | 0.0081301 |
| 40 | KRT17 | 0.0080000 |
| 41 | CA2 | 0.0080000 |
| 42 | PSMD3 | 0.0078740 |
| 43 | ERBB2 | 0.0077519 |
| 44 | TTN | 0.0076336 |
| 45 | PNMT | 0.0075758 |
| 46 | NME1 | 0.0072993 |
| 47 | NAT1 | 0.0065789 |
| 48 | CEACAM6 | 0.0065359 |
| 49 | DHCR24 | 0.0058824 |
| 50 | LAPTM4B | 0.0057471 |
| 51 | GRIA2 | 0.0055556 |
| 52 | SCUBE2 | 0.0055249 |
| 53 | SLC9A3R1 | 0.0054054 |
| 54 | MAL2 | 0.0051813 |
| 55 | SYNGR2 | 0.0051282 |
| 56 | CA12 | 0.0050251 |
| 57 | GJA1 | 0.0050251 |
| 58 | KRT19 | 0.0049751 |
| 59 | AGR3 | 0.0049505 |
| 60 | CFB | 0.0049261 |
| 61 | MAGED2 | 0.0048544 |
| 62 | ESR1 | 0.0047393 |
| 63 | MRPS30 | 0.0046729 |
| 64 | SERPINA3 | 0.0046296 |
| 65 | CLEC3A | 0.0046083 |
| 66 | SLC39A6 | 0.0045455 |
| 67 | AGR2 | 0.0045045 |
| 68 | NPY1R | 0.0045045 |
| 69 | CTSD | 0.0044444 |
| 70 | COX6C | 0.0043860 |
| 71 | TIMP1 | 0.0043478 |
| 72 | JUP | 0.0043103 |
| 73 | CST5 | 0.0043103 |
| 74 | CCND1 | 0.0042735 |
| 75 | CYP2B7P1 | 0.0041322 |
| 76 | HSPB1 | 0.0041152 |
| 77 | GATA3 | 0.0040984 |
| 78 | S100A11 | 0.0039683 |
| 79 | PRSS23 | 0.0039683 |
| 80 | CRABP2 | 0.0039526 |
| 81 | TSPAN13 | 0.0039216 |
| 82 | STAT1 | 0.0039216 |
| 83 | KRT8 | 0.0038911 |
| 84 | CIB1 | 0.0038610 |
| 85 | CALML5 | 0.0038023 |
| 86 | MDK | 0.0037453 |
| 87 | S100A16 | 0.0037453 |
| 88 | POSTN | 0.0036364 |
| 89 | FN1 | 0.0036232 |
| 90 | FSTL1 | 0.0036232 |
| 91 | C3 | 0.0036232 |
| 92 | CXCL13 | 0.0036101 |
| 93 | MUC1 | 0.0035971 |
| 94 | SPP1 | 0.0035971 |
| 95 | IFITM1 | 0.0035714 |
| 96 | S100A4 | 0.0034602 |
| 97 | S100A14 | 0.0034364 |
| 98 | CYP2A7 | 0.0034247 |
| 99 | CYP2A6 | 0.0034247 |
| 100 | DCN | 0.0034130 |
Gene degree distribution for each comparison
Summary statistics of edge weights
| Comparison | Min | Mean | Max |
|---|---|---|---|
| Mutant-Nonmutant | 0.00 | 0.5114883 | 1 |
| Normal-Mutant | 0.00 | 0.5417151 | 1 |
| Normal-Nonmutant | 0.02 | 0.5539881 | 1 |
Edge weight distribution plot for each comparison
The tables of the most scored nodes(genes with the highest sum of weights of connected edges/ shared genes are highlighted )
| Gene Symbol | Score | |
|---|---|---|
| 1 | SOX10 | 16.75 |
| 2 | PTN | 16.21 |
| 3 | SFRP1 | 15.43 |
| 4 | KLK5 | 15.19 |
| 5 | ELF5 | 14.89 |
| 6 | ROPN1B | 14.82 |
| 7 | KRT7 | 14.21 |
| 8 | GABRP | 14.18 |
| 9 | KRT16 | 14.07 |
| 10 | A2ML1 | 13.06 |
| 11 | MIA | 13.03 |
| 12 | PKP1 | 12.85 |
| 13 | KRT6B | 12.81 |
| 14 | KRT81 | 12.75 |
| 15 | KLK6 | 12.60 |
| 16 | CRYAB | 12.52 |
| 17 | LGALS7B | 12.52 |
| 18 | DSG3 | 12.44 |
| 19 | SBSN | 12.38 |
| 20 | WIF1 | 12.15 |
| 21 | PIGR | 11.93 |
| 22 | SLC6A14 | 11.90 |
| 23 | TNNT3 | 11.90 |
| 24 | ECEL1 | 11.55 |
| 25 | LY6D | 11.38 |
| 26 | C4orf7 | 11.35 |
| 27 | SYNM | 11.30 |
| 28 | SLC7A2 | 11.26 |
| 29 | S100B | 11.18 |
| 30 | S100A8 | 11.14 |
| 31 | GLYATL2 | 11.09 |
| 32 | KCNJ3 | 11.04 |
| 33 | LTF | 10.94 |
| 34 | RHCG | 10.87 |
| 35 | ID4 | 10.77 |
| 36 | TTYH1 | 10.75 |
| 37 | SLPI | 10.49 |
| 38 | RARRES1 | 10.47 |
| 39 | CHGB | 10.32 |
| 40 | MUCL1 | 10.31 |
| 41 | MYH1 | 10.10 |
| 42 | SLC16A6 | 9.93 |
| 43 | GLRB | 9.87 |
| 44 | RPPH1 | 9.84 |
| 45 | STAC2 | 9.78 |
| 46 | CLCA2 | 9.77 |
| 47 | NUDT8 | 9.72 |
| 48 | IGSF21 | 9.66 |
| 49 | PI16 | 9.55 |
| 50 | SAA2 | 9.40 |
| 51 | GPC3 | 9.34 |
| 52 | NOVA1 | 9.34 |
| 53 | KLK7 | 9.15 |
| 54 | SLC5A8 | 8.88 |
| 55 | FABP7 | 8.87 |
| 56 | BPIL1 | 8.83 |
| 57 | AOX1 | 8.77 |
| 58 | S100A7A | 8.77 |
| 59 | SCRG1 | 8.70 |
| 60 | MUC2 | 8.59 |
| 61 | TAT | 8.56 |
| 62 | UCP1 | 8.55 |
| 63 | SERHL2 | 8.49 |
| 64 | MYH2 | 8.17 |
| 65 | CYP4Z1 | 8.14 |
| 66 | SLC13A2 | 8.08 |
| 67 | CYP4Z2P | 8.05 |
| 68 | KRT6C | 8.01 |
| 69 | MYOZ1 | 7.98 |
| 70 | ATP2A1 | 7.92 |
| 71 | CITED1 | 7.89 |
| 72 | ASRGL1 | 7.84 |
| 73 | PYGM | 7.83 |
| 74 | TNNI2 | 7.75 |
| 75 | CPE | 7.70 |
| 76 | SHROOM1 | 7.57 |
| 77 | CA3 | 7.56 |
| 78 | CEACAM6 | 7.56 |
| 79 | KRT1 | 7.51 |
| 80 | PCSK1 | 7.49 |
| 81 | SPAG6 | 7.47 |
| 82 | CLEC3A | 7.46 |
| 83 | APOBEC2 | 7.41 |
| 84 | HMGCS2 | 7.40 |
| 85 | MYBPC2 | 7.35 |
| 86 | TRH | 7.33 |
| 87 | CLIC6 | 7.28 |
| 88 | LRRN1 | 7.19 |
| 89 | AQP5 | 7.06 |
| 90 | PLA2G2A | 7.04 |
| 91 | TNNC1 | 7.02 |
| 92 | PIP | 6.87 |
| 93 | S100A9 | 6.75 |
| 94 | PCP4 | 6.72 |
| 95 | KLK10 | 6.71 |
| 96 | NRIP3 | 6.68 |
| 97 | TPH1 | 6.63 |
| 98 | NEB | 6.59 |
| 99 | AMIGO2 | 6.56 |
| 100 | DIRAS3 | 6.47 |
| Gene Symbol | Score | |
|---|---|---|
| 1 | DCN | 22.40 |
| 2 | DST | 21.27 |
| 3 | GATA3 | 20.40 |
| 4 | VIM | 20.38 |
| 5 | GSN | 20.18 |
| 6 | SFRP1 | 18.80 |
| 7 | GPX3 | 18.44 |
| 8 | MUC1 | 18.24 |
| 9 | HSPB1 | 17.67 |
| 10 | DPT | 17.57 |
| 11 | GPD1 | 17.22 |
| 12 | AHNAK | 16.77 |
| 13 | CAV1 | 16.42 |
| 14 | COX6A1 | 16.36 |
| 15 | NUCB2 | 16.23 |
| 16 | FHL1 | 16.13 |
| 17 | PLIN4 | 16.02 |
| 18 | TIMP1 | 15.52 |
| 19 | CA3 | 15.50 |
| 20 | CIDEC | 15.35 |
| 21 | FABP4 | 15.34 |
| 22 | SPINT2 | 15.17 |
| 23 | BGN | 15.14 |
| 24 | ANXA1 | 14.86 |
| 25 | FN1 | 14.80 |
| 26 | TNS1 | 14.79 |
| 27 | PRDX1 | 14.63 |
| 28 | CRYAB | 14.60 |
| 29 | ARF1 | 14.58 |
| 30 | HSPB6 | 14.47 |
| 31 | XBP1 | 14.47 |
| 32 | S100A14 | 14.46 |
| 33 | LPL | 14.45 |
| 34 | P4HB | 14.38 |
| 35 | LRP1 | 14.33 |
| 36 | SLC9A3R1 | 14.32 |
| 37 | ADH1B | 14.29 |
| 38 | ADIPOQ | 14.24 |
| 39 | AEBP1 | 13.80 |
| 40 | TAGLN | 13.79 |
| 41 | PLIN1 | 13.78 |
| 42 | CSRP1 | 13.48 |
| 43 | ACTA2 | 13.45 |
| 44 | LGALS3BP | 13.42 |
| 45 | S100A4 | 13.28 |
| 46 | DHCR24 | 13.25 |
| 47 | BCAM | 13.05 |
| 48 | CFB | 13.03 |
| 49 | MYL9 | 13.00 |
| 50 | RBP4 | 12.95 |
| 51 | SERPING1 | 12.89 |
| 52 | SYNGR2 | 12.78 |
| 53 | ALDOA | 12.77 |
| 54 | SRP9 | 12.71 |
| 55 | ESR1 | 12.65 |
| 56 | SAA2 | 12.65 |
| 57 | STARD10 | 12.46 |
| 58 | KRT7 | 12.45 |
| 59 | SAA1 | 12.19 |
| 60 | IFITM1 | 12.12 |
| 61 | C1R | 11.98 |
| 62 | ERBB2 | 11.91 |
| 63 | C3 | 11.85 |
| 64 | TXNIP | 11.77 |
| 65 | TNNT3 | 11.74 |
| 66 | CA12 | 11.64 |
| 67 | RARRES3 | 11.56 |
| 68 | SLPI | 11.56 |
| 69 | TPM2 | 11.54 |
| 70 | S100A16 | 11.54 |
| 71 | AGR2 | 11.49 |
| 72 | KRT14 | 11.38 |
| 73 | SERPINF1 | 11.30 |
| 74 | HBA2 | 11.20 |
| 75 | KRT8 | 11.13 |
| 76 | RNASE1 | 11.03 |
| 77 | MMP11 | 11.01 |
| 78 | SERPINA3 | 10.97 |
| 79 | S100P | 10.96 |
| 80 | HBB | 10.90 |
| 81 | CRABP2 | 10.83 |
| 82 | FXYD3 | 10.83 |
| 83 | MB | 10.83 |
| 84 | HBA1 | 10.82 |
| 85 | MIF | 10.80 |
| 86 | TSPAN13 | 10.78 |
| 87 | AGR3 | 10.75 |
| 88 | KRT17 | 10.70 |
| 89 | KRT5 | 10.64 |
| 90 | MGP | 10.59 |
| 91 | FABP5 | 10.52 |
| 92 | CD36 | 10.30 |
| 93 | OAS3 | 10.19 |
| 94 | SOD2 | 10.19 |
| 95 | POSTN | 10.17 |
| 96 | H3F3A | 10.16 |
| 97 | SCD | 10.15 |
| 98 | CFL1 | 10.13 |
| 99 | PDIA3 | 10.02 |
| 100 | MAGED2 | 9.93 |
| Gene Symbol | Score | |
|---|---|---|
| 1 | DCN | 23.43 |
| 2 | CAV1 | 23.30 |
| 3 | SPARCL1 | 21.75 |
| 4 | DST | 20.85 |
| 5 | VIM | 19.30 |
| 6 | GSN | 18.55 |
| 7 | DPT | 18.37 |
| 8 | BGN | 18.32 |
| 9 | GPX3 | 18.18 |
| 10 | HSPB1 | 18.05 |
| 11 | GPD1 | 17.97 |
| 12 | FHL1 | 17.74 |
| 13 | FABP4 | 17.54 |
| 14 | VWF | 17.46 |
| 15 | LRP1 | 17.42 |
| 16 | MUC1 | 17.36 |
| 17 | CRYAB | 16.77 |
| 18 | CA3 | 16.73 |
| 19 | GATA3 | 16.72 |
| 20 | CIDEC | 16.65 |
| 21 | SFRP1 | 16.65 |
| 22 | ADH1B | 16.54 |
| 23 | S100A11 | 16.34 |
| 24 | TIMP1 | 15.89 |
| 25 | SPINT2 | 15.84 |
| 26 | SERPING1 | 15.49 |
| 27 | ARF1 | 15.31 |
| 28 | SLC9A3R1 | 15.26 |
| 29 | XBP1 | 15.09 |
| 30 | TNS1 | 15.06 |
| 31 | ADIPOQ | 14.98 |
| 32 | AHNAK | 14.93 |
| 33 | PLIN4 | 14.81 |
| 34 | SPTBN1 | 14.79 |
| 35 | AEBP1 | 14.77 |
| 36 | PLIN1 | 14.58 |
| 37 | TPM2 | 14.42 |
| 38 | SAA1 | 14.25 |
| 39 | ACTA2 | 14.22 |
| 40 | ANXA1 | 14.14 |
| 41 | S100A4 | 14.11 |
| 42 | SMS | 14.06 |
| 43 | NUCB2 | 13.96 |
| 44 | H3F3A | 13.88 |
| 45 | RNASE1 | 13.67 |
| 46 | HSPB6 | 13.26 |
| 47 | ESR1 | 13.25 |
| 48 | MAGED2 | 13.05 |
| 49 | S100A14 | 12.91 |
| 50 | LPL | 12.46 |
| 51 | FSTL1 | 12.43 |
| 52 | S100P | 12.33 |
| 53 | KRT8 | 12.28 |
| 54 | SCUBE2 | 12.22 |
| 55 | DHCR24 | 12.17 |
| 56 | FN1 | 12.06 |
| 57 | RBP4 | 12.05 |
| 58 | ACSL1 | 11.99 |
| 59 | TAGLN | 11.94 |
| 60 | COL1A1 | 11.92 |
| 61 | MIF | 11.82 |
| 62 | CA12 | 11.80 |
| 63 | MYL9 | 11.69 |
| 64 | STARD10 | 11.64 |
| 65 | FADS2 | 11.62 |
| 66 | S100A16 | 11.59 |
| 67 | RARRES3 | 11.58 |
| 68 | HBB | 11.26 |
| 69 | ALDOA | 11.25 |
| 70 | CD36 | 11.13 |
| 71 | SERPINF1 | 11.10 |
| 72 | JUP | 11.05 |
| 73 | IFITM1 | 10.99 |
| 74 | HBA1 | 10.98 |
| 75 | TSPAN13 | 10.89 |
| 76 | HBA2 | 10.84 |
| 77 | CFB | 10.83 |
| 78 | SLPI | 10.81 |
| 79 | C3 | 10.75 |
| 80 | MARCKSL1 | 10.72 |
| 81 | G0S2 | 10.60 |
| 82 | COL3A1 | 10.58 |
| 83 | SEPP1 | 10.56 |
| 84 | TXNIP | 10.48 |
| 85 | SFRP2 | 10.43 |
| 86 | CSRP1 | 10.42 |
| 87 | TNNT3 | 10.38 |
| 88 | KRT14 | 10.30 |
| 89 | MAL2 | 10.22 |
| 90 | TNNC1 | 10.20 |
| 91 | KRT17 | 10.18 |
| 92 | AGR3 | 10.09 |
| 93 | COL1A2 | 9.94 |
| 94 | IDH2 | 9.90 |
| 95 | C10orf116 | 9.89 |
| 96 | SLC39A6 | 9.84 |
| 97 | KRT5 | 9.83 |
| 98 | COX6C | 9.80 |
| 99 | SYNGR2 | 9.79 |
| 100 | MB | 9.77 |
List of top ten strongest connections for each comparison
| From | To | Strength | Edge Score | |
|---|---|---|---|---|
| 1 | SFRP1 | SOX10 | 1 | 258.4525 |
| 2 | SOX10 | TTYH1 | 1 | 180.0625 |
| 3 | TTYH1 | ROPN1B | 1 | 159.3150 |
| 4 | STAC2 | PTN | 1 | 158.5338 |
| 5 | KLK7 | KLK5 | 1 | 138.9885 |
| 6 | GLRB | KCNJ3 | 1 | 108.9648 |
| 7 | KRT6B | KRT6C | 1 | 102.6081 |
| 8 | S100B | PYGM | 1 | 87.5394 |
| 9 | LGALS7B | LGALS7 | 1 | 73.1168 |
| 10 | PI3 | SLPI | 1 | 67.1360 |
| 11 | CYP4Z2P | CYP4Z1 | 1 | 65.5270 |
| 12 | CLIC6 | MYBPC1 | 1 | 40.4040 |
| 13 | PNMT | TCAP | 1 | 37.0368 |
| 14 | TSKU | GAB2 | 1 | 26.9724 |
| 15 | FGB | FGG | 1 | 25.0230 |
| 16 | ASCL1 | NELL1 | 1 | 24.2820 |
| 17 | TPSAB1 | TPSD1 | 1 | 19.8220 |
| 18 | TPSB2 | TPSD1 | 1 | 15.4760 |
| 19 | TPSAB1 | TPSB2 | 1 | 10.9208 |
| 20 | ALB | AFP | 1 | 4.6200 |
| From | To | Strength | Edge Score | |
|---|---|---|---|---|
| 1 | DST | SFRP1 | 1 | 399.8760 |
| 2 | AHNAK | DST | 1 | 356.6979 |
| 3 | HSPB1 | COX6A1 | 1 | 289.0812 |
| 4 | DCN | SERPING1 | 1 | 288.7360 |
| 5 | VIM | S100A4 | 1 | 270.6464 |
| 6 | GPX3 | ADH1B | 1 | 263.5076 |
| 7 | CSRP1 | SFRP1 | 1 | 253.4240 |
| 8 | TNS1 | AHNAK | 1 | 248.0283 |
| 9 | COX6A1 | PRDX1 | 1 | 239.3468 |
| 10 | BGN | TIMP1 | 1 | 234.9728 |
| 11 | TNS1 | LRP1 | 1 | 211.9407 |
| 12 | BGN | AEBP1 | 1 | 208.9320 |
| 13 | DCN | COL1A2 | 1 | 206.3040 |
| 14 | PLIN1 | HSPB6 | 1 | 199.3966 |
| 15 | SPINT2 | BCAM | 1 | 197.9685 |
| 16 | COL1A1 | DCN | 1 | 187.7120 |
| 17 | AEBP1 | ACTA2 | 1 | 185.6100 |
| 18 | ACTA2 | TAGLN | 1 | 185.4755 |
| 19 | TAGLN | MYL9 | 1 | 179.2700 |
| 20 | SYNGR2 | LGALS3BP | 1 | 171.5076 |
| From | To | Strength | Edge Score | |
|---|---|---|---|---|
| 1 | DST | SPARCL1 | 1 | 453.4875 |
| 2 | VWF | SPARCL1 | 1 | 379.7550 |
| 3 | DCN | SERPING1 | 1 | 362.9307 |
| 4 | AHNAK | DST | 1 | 311.2905 |
| 5 | GPX3 | ADH1B | 1 | 300.6972 |
| 6 | BGN | TIMP1 | 1 | 291.1048 |
| 7 | ADH1B | CA3 | 1 | 276.7142 |
| 8 | BGN | AEBP1 | 1 | 270.5864 |
| 9 | XBP1 | S100A11 | 1 | 246.5706 |
| 10 | H3F3A | S100A11 | 1 | 226.7992 |
| 11 | BGN | COL1A1 | 1 | 218.3744 |
| 12 | ARF1 | H3F3A | 1 | 212.5028 |
| 13 | LPL | CIDEC | 1 | 207.4590 |
| 14 | BGN | SERPINF1 | 1 | 203.3520 |
| 15 | RNASE1 | S100A4 | 1 | 192.8837 |
| 16 | BGN | SFRP2 | 1 | 191.0776 |
| 17 | MUC1 | CFB | 1 | 188.0088 |
| 18 | XBP1 | SCUBE2 | 1 | 184.3998 |
| 19 | AEBP1 | FN1 | 1 | 178.1262 |
| 20 | CSRP1 | SFRP1 | 1 | 173.4930 |
Venn diagram of shared hub genes (with the highest sum of weights of connected edges)
| Cluster | Content |
|---|---|
| 1 | AMY2A , PCSK6 , CPE , TSKU , TSPAN8 , HDC , BCHE , GAB2 , CA2 , MYOC , GPM6A , LOC643719, SLC27A2 , AMIGO2 , TMEM64 , GLRB , CEACAM6, MYBPC1 , SLC7A2 , SSTR2 , SLC16A6, PTHLH , WDR72 , TFPI2 , PCDH10 , TPSAB1 , CLIC6 , TPSB2 , SLC26A3 , DHRS9 , IL20 , CORO6 , BPIL1 , TRPA1 , MUC2 , NTS , IGSF1 , SERHL2 , DIRAS3 , UCP1 , AQP5 , CHGB , CHRNA9 , TRH , SLC6A4 , SPAG6 , PIP , TPSD1 , CYP24A1 , KCNJ3 , PCSK1 , TPH1 , MS4A8B , CARTPT , TAT , NPY1R , SLC5A8 , CBLN2 , UGT2B4 |
| 2 | ZPLD1 , LOC284379, GDF9 , PLP1 , NTNG1 , CHRDL2 , PEG3 , CRABP1 , SHROOM1, PNMT , COL9A2 , LRRN1 , DES , MS4A7 , KLHDC7A , NRIP3 , KLK13 , NPTX1 , KLK14 , IGSF21 , TARP , KLK12 , ALB , CLCA2 , AFP , NUDT8 , AMBP , NOVA1 , LTF , CXADRP3 , CDSN , KLK10 , CYP4Z2P, CYP4Z1 , S100A9 , NELL1 , ASCL1 , CELP |
| 3 | LOC284749, MAEL , OLFM4 , ASRGL1 , CYP4F8 , ARHGAP36 , LBP , SLC13A2, S100A7A, CD177 , AOX1 , MUCL1 , TF , GRB14 , SLPI , FGL1 , CITED1 , GLYATL2, PPP1R1B , C2orf54 , CRISP3 , FGB , HMGCS2 , FGG , CLEC3A |
| 4 | IGF1R , TYRP1 , FOLR1 , KRT15 , KRT7 , CRISPLD1, PROM1 , SCGB2A1 |
| 5 | CSN1S1 , MSLN , SCRG1 , A2ML1 , KRT1 , TTYH1 , ECEL1 , STAC2 , FABP7 , XDH , C4orf7 , KRT81 , LGALS7B, PCP4 , RARRES1, MIA , PI3 , GABRP , FOXC1 , RPPH1 , PKP1 , UBD , ROPN1B , KLK7 , S100A8 , SBSN , WIF1 , KLK6 , SLC6A14, CASP14 , KRT16 , DSG3 , PSCA , KLK5 , SFRP1 , LGALS7 , SOX10 , PTN , ELF5 , KRT6B , PENK , LY6D , PROL1 , PIGR , KRT6C , RHCG |
| 6 | WNT11 , MYH1 , MYH2 , GPC3 , TCAP , PLA2G2A, NRAP , TNNC2 , ID4 , NEB , CRYAB , TNNT3 , CA3 , SYNM , TNNI2 , PRG4 , MARCO , MYBPC2 , S100B , TNNC1 , SLN , ATP2A1 , SYNPO2L , PI16 , APOBEC2, MYOZ1 , PYGM , SAA2 , MYOT , ACTA1 |
| Cluster | Content |
|---|---|
| 1 | TNS1 , GSN , CAV1 , FHL1 , ANXA1 , HSPB6 , LPL , GPX3 , CRYAB , HBB , BGN , DST , CA3 , DPT , TXNIP , HBA2 , HBA1 , CIDEC , CD36 , VIM , PLIN4 , PLIN1 , RBP4 , CSRP1 , GPD1 , ADIPOQ , ZFP36 , TPM2 , FABP4 , EGR1 , MYL9 , LRP1 , RNASE1 , SAA1 , ADH1B , DES , S100A4 , SAA2 , ACTA2 , DCN , SFRP1 , FOS , SERPING1, TAGLN , CYR61 , A2M , CGA , C1R , C3 , SERPINF1, KRT14 , SPP1 , CSN1S1 , KRT5 , MMP9 , KRT17 , FABP5 , IGJ , SCD |
| 2 | MMP11 , FN1 , POSTN , DUSP1 , COL1A1 , SEPP1 , COL1A2 , COL3A1 , AEBP1 , OLFM4 , INS-IGF2, IGF2 , C4orf7 |
| 3 | GATA3 , SYNGR2 , ARF1 , STARD10 , HIST2H2AA3, SRP9 , SLC9A3R1, TSPAN13 , COX6C , H3F3A , AHNAK , CRIP1 , CFL1 , NME1 , CEACAM6 , ISG15 , S100P , PDIA3 , S100A14 , PRDX1 , SPINT2 , MUC1 , KRT8 , MAGED2 , KRT18 , MB , MIF , IFI6 , P4HB , HIST1H1C , CRABP2 , HSPB1 , IGF1R , RPN2 , PPDPF , COX6A1 , CCND1 , ECM1 , TFF3 , PRLR , OAS3 , AGR2 , FXYD3 , JUP , KRT19 , SOD2 , PVALB , ALDOA , LDHB , DHCR24 , MSMB , TIMP1 , KRT15 , LGALS3BP, STAT1 , IFI27 , BCAM , C4A , BST2 , NME1-NME2 , C10orf116 , ASPH , RARRES3 , S100A16 , C17orf37 , SLPI , MDK , TFF1 , CD24 , LAPTM4B , GSTP1 , ERBB2 , MGST1 , MUCL1 , APOD , SERPINA6 , ALB , DHRS2 , KRT7 , HMGCS2 , CALML5 , SCGB2A2 , PPP1R1B , TNNT1 , CRISP3 |
| 4 | TTN , KBTBD10, TNNI2 , NEB , TNNC2 , ENO3 , TNNC1 , MYH2 , TNNT3, ACTA1 , TRH , CHGA |
| 5 | SLC39A6 , NAT1 , AGR3 , MRPS30 , CFB , CA12 , ESR1 , NUCB2 , XBP1 , CYP2B7P1 , CPB1 , CST5 , IFITM1 , GRIA2 , CYP2A7 , S100A7 , SLITRK6 , GJA1 , CLEC3A , PRSS23 , DCD , CYP2A6 , SERPINA3, CHGB , CARTPT , MGP , CXCL13 , CRISPLD1 , TAT , LTF , MYBPC1 , LOC643719 , FGB , NPY1R , PIP |
| Cluster | Content |
|---|---|
| 1 | TNS1 , FHL1 , CAV1 , GSN , SPTBN1 , HSPB6 , HBB , LPL , HBA2 , GPX3 , ANXA1 , TNNI2 , HBA1 , CIDEC , CA3 , ACSL1 , DST , TXNIP , PLIN1 , RBP4 , G0S2 , PLIN4 , DPT , GPD1 , CRYAB , MMP11 , ADIPOQ , VWF , CD36 , FABP4 , ADH1B , CSRP1 , EGR1 , ZFP36 , SAA1 , VIM , BGN , AHNAK , FN1 , SPARCL1 , TPM2 , DUSP1 , ACTA2 , SAA2 , FOS , SEPP1 , MYL9 , DCN , LRP1 , DES , RNASE1 , SERPING1, SFRP1 , POSTN , CYR61 , TAGLN , S100A4 , COL1A1 , FSTL1 , KRT14 , C3 , COL1A2 , SERPINF1, PRLR , IGJ , SPP1 , MMP9 , AEBP1 , COL3A1 , SCD , SFRP2 , LYZ , CD52 |
| 2 | TTN , ENO3 , KBTBD10, NEB , TNNC1, TNNC2 , TNNT3, MYH2 , ACTA1 , PVALB , CHGA |
| 3 | MB , ARF1 , H3F3A , TSPAN13 , GATA3 , MARCKSL1 , HIST2H2AA3 , MAL2 , STARD10 , COX6C , NME1 , SPINT2 , SLC9A3R1 , JUP , SMS , KRT18 , KRT8 , SYNGR2 , MUC1 , CA12 , MIF , ISG15 , KRT19 , LDHB , CRIP1 , NAT1 , CRABP2 , MAGED2 , CFB , S100A14 , PPDPF , CIB1 , MYBPC1 , XBP1 , ESR1 , AGR2 , AGR3 , IFI6 , OAS3 , RBBP7 , HIST1H1C , MRPS30 , CEACAM6 , S100A11 , CYP2B7P1 , HSPB1 , SLC39A6 , TIMP1 , ALDOA , DHCR24 , CTSD , CCND1 , RARRES3 , MGST1 , ERBB2 , STAT1 , TFF3 , CST5 , IDH2 , C4A , MDK , BST2 , NUCB2 , TFF1 , S100A16 , ECM1 , TRH , MSMB , LAPTM4B , IFI27 , C10orf116, CLEC3A , SERPINA3 , IFITM1 , SLITRK6 , CYP2A7 , CHGB , PRSS23 , CPB1 , CYP2A6 , FADS2 , CARTPT , GRIA2 , SCUBE2 , KLK14 , PNMT , KRT15 , TNNT1 , CA2 , NPY1R , FGB , GJA1 , SERPINA6 , CALML5 , CYP4Z1 , WFDC2 , SCGB2A2 , CXCL13 , SCGB2A1 , SCGB1D2 , DHRS2 |
| 4 | S100P , A2M , C17orf37 , KRT5 , PSMB3 , KRT17 , PSMD3 , FXYD3 , CGA , S100A7 , APOD , FABP5 , CD24 , DCD , S100A8 , S100A9 , SLPI , CRISP3 , LOC643719 |
Infomap community detection for each comparison (considering a directed graph/ hub genes “with the highest sum of weights of connected edges” are highlighted)
| Cluster | Conten |
|---|---|
| 1 | AMY2A , PCSK6 , CPE , TSKU , IGF1R , TSPAN8 , HDC , BCHE , GAB2 , CA2 , MYOC , GPM6A , NTNG1 , LOC643719, SLC27A2 , CHRDL2 , AMIGO2 , TMEM64 , GLRB , CEACAM6, MYBPC1 , SLC7A2 , SSTR2 , SLC16A6, WDR72 , TARP , CLIC6 , SLC26A3 , DHRS9 , IL20 , BPIL1 , NOVA1 , TRPA1 , MUC2 , IGSF1 , SERHL2 , DIRAS3 , UCP1 , AQP5 , CHGB , CHRNA9 , TRH , SLC6A4 , SPAG6 , PIP , CYP24A1 , KCNJ3 , PCSK1 , TPH1 , MYOT , MS4A8B , CARTPT , TAT , NPY1R , SLC5A8 , NELL1 , UGT2B4 , ASCL1 |
| 2 | ZPLD1 , PLP1 , CLCA2 , NUDT8 , CD177 , MUCL1 , CYP4Z2P, GLYATL2, CYP4Z1 , CRISP3 |
| 3 | LOC284749, OLFM4 , ARHGAP36 , TF , NTS , GRB14 , FGL1 , CITED1 , FGB , FGG , CLEC3A |
| 4 | CSN1S1 , MSLN , LOC284379, SCRG1 , A2ML1 , KRT1 , TTYH1 , ECEL1 , CRABP1 , STAC2 , FABP7 , XDH , C4orf7 , KRT81 , LGALS7B, PCP4 , RARRES1, MIA , PI3 , LBP , GABRP , FOXC1 , RPPH1 , PKP1 , SLC13A2, UBD , ROPN1B , KLK7 , S100A8 , CRYAB , SBSN , S100A7A, WIF1 , KLK6 , SYNM , AMBP , SLC6A14, AOX1 , CASP14 , MARCO , KRT16 , DSG3 , KLK5 , SLPI , SFRP1 , LGALS7 , SOX10 , PTN , PI16 , ELF5 , KRT6B , PPP1R1B , SAA2 , PENK , LY6D , PROL1 , S100A9 , PIGR , KRT6C , RHCG , CELP |
| 5 | GDF9 , WNT11 , MYH1 , MAEL , PEG3 , GPC3 , TCAP , PNMT , LRRN1 , PLA2G2A, CYP4F8 , MS4A7 , NRAP , KLHDC7A , NRIP3 , NPTX1 , KLK14 , IGSF21 , TNNC2 , PCDH10 , NEB , TPSAB1 , TPSB2 , TNNT3 , CORO6 , TNNI2 , PRG4 , MYBPC2 , S100B , TNNC1 , SLN , LTF , CXADRP3 , SYNPO2L , CDSN , APOBEC2, MYOZ1 , TPSD1 , CBLN2 |
| 6 | MYH2 , DES , PTHLH , KLK13 , TFPI2 , KLK12 , ID4 , CA3 , ATP2A1, KLK10 , PYGM , ACTA1 |
| 7 | SHROOM1, ASRGL1 , COL9A2 , TYRP1 , FOLR1 , KRT15 , PSCA , C2orf54 , SCGB2A1 , HMGCS2 |
| 8 | ALB, AFP |
| 9 | KRT7 , CRISPLD1, PROM1 |
| Cluster | Content |
|---|---|
| 1 | TNS1 , GSN , CAV1 , MMP11 , FHL1 , ANXA1 , LPL , GPX3 , CRYAB , HBB , FN1 , BGN , DST , CA3 , HBA2 , ENO3 , HBA1 , CIDEC , CD36 , VIM , PLIN4 , AHNAK , PLIN1 , RBP4 , CSRP1 , GPD1 , ADIPOQ , ZFP36 , TPM2 , FABP4 , MYL9 , LRP1 , POSTN , RNASE1 , SAA1 , ADH1B , DES , S100A4 , SAA2 , ACTA2 , DCN , SFRP1 , COL1A1 , SERPING1, TAGLN , CGA , C1R , SOD2 , C3 , MSMB , SERPINF1, KRT14 , COL1A2 , SPP1 , CSN1S1 , KRT5 , MMP9 , KRT17 , FABP5 , COL3A1 , S100A7 , AEBP1 , IGJ , INS-IGF2 , IGF2 , C4orf7 , SCD |
| 2 | GATA3 , SYNGR2 , ARF1 , STARD10 , HIST2H2AA3, SRP9 , SLC9A3R1, TSPAN13 , COX6C , H3F3A , CRIP1 , CFL1 , NME1 , ISG15 , S100P , PDIA3 , S100A14 , PRDX1 , SPINT2 , SLC39A6 , MUC1 , KRT8 , NAT1 , KRT18 , MB , MIF , IFI6 , P4HB , AGR3 , HIST1H1C , CRABP2 , HSPB1 , MRPS30 , RPN2 , CFB , CA12 , PPDPF , ESR1 , COX6A1 , CCND1 , ECM1 , TFF3 , NUCB2 , PRLR , OAS3 , XBP1 , AGR2 , FXYD3 , JUP , KRT19 , PVALB , ALDOA , LDHB , KRT15 , LGALS3BP, STAT1 , IFI27 , BCAM , C4A , NME1-NME2 , C10orf116 , RARRES3 , CPB1 , C17orf37 , SLPI , IFITM1 , MDK , TFF1 , CD24 , GSTP1 , ERBB2 , PRSS23 , MUCL1 , APOD , SERPINA3, SERPINA6 , DHRS2 , MGP , CRISPLD1 , CALML5 , SCGB2A2 , FGB , CRISP3 |
| 3 | TTN , HSPB6, KBTBD10, NEB , TNNC2 , TNNC1 , TNNT3, ACTA1 , TRH |
| 4 | TNNI2 , MYH2 , SEPP1 , CYP2B7P1 , CST5 , CHGA , GRIA2 , CYP2A7 , SLITRK6 , CLEC3A , DCD , CYP2A6 , CHGB , CARTPT , TAT , LTF , LOC643719, PIP |
| 5 | DPT, IGF1R, TNNT1 |
| 6 | TXNIP, DUSP1 , GJA1 , CXCL13 , MYBPC1 , NPY1R |
| 7 | CEACAM6, A2M , KRT7 , HMGCS2 , PPP1R1B |
| 8 | EGR1 , FOS , CYR61, OLFM4, MGST1 |
| 9 | MAGED2, ASPH |
| 10 | DHCR24 , TIMP1 , BST2 , S100A16, LAPTM4B , ALB |
| Cluster | Content |
|---|---|
| 1 | TNS1 , FHL1 , CAV1 , GSN , SPTBN1 , HSPB6 , ENO3 , HBB , LPL , HBA2 , GPX3 , ANXA1 , TNNI2 , HBA1 , CIDEC , CA3 , ACSL1 , DST , TNNC1 , TXNIP , PLIN1 , TNNC2 , RBP4 , G0S2 , PLIN4 , DPT , GPD1 , CRYAB , MMP11 , ADIPOQ , TNNT3 , VWF , CD36 , FABP4 , ADH1B , CSRP1 , SAA1 , VIM , BGN , AHNAK , FN1 , SPARCL1 , TPM2 , ACTA2 , SAA2 , MYL9 , DCN , LRP1 , DES , RNASE1 , SERPING1, SFRP1 , POSTN , TAGLN , S100A4 , COL1A1 , FSTL1 , KRT14 , C3 , KRT5 , COL1A2 , SERPINF1, IGJ , SPP1 , MMP9 , AEBP1 , COL3A1 , CGA , SCD , S100A7 , MSMB , APOD , SFRP2 , S100A8 , S100A9 , LYZ , SLPI , CRISP3 |
| 2 | TTN , KBTBD10, NEB , MYH2 , ACTA1 , MAL2 , PVALB , LAPTM4B, CHGA , CA2 |
| 3 | EGR1 , ZFP36 , DUSP1 , FOS , SEPP1, CYR61 , PRLR , MGST1 |
| 4 | MB , ALDOA , C10orf116, SERPINA6 |
| 5 | ARF1 , H3F3A , TSPAN13 , GATA3 , MARCKSL1, HIST2H2AA3, STARD10 , COX6C , SPINT2 , SLC9A3R1, JUP , SMS , KRT18 , KRT8 , SYNGR2 , MUC1 , CA12 , MIF , ISG15 , S100P , KRT19 , LDHB , CRIP1 , NAT1 , CRABP2 , MAGED2 , CFB , S100A14 , PPDPF , CIB1 , MYBPC1 , XBP1 , ESR1 , AGR2 , AGR3 , IFI6 , OAS3 , RBBP7 , HIST1H1C , MRPS30 , CEACAM6 , S100A11 , CYP2B7P1 , HSPB1 , SLC39A6 , TIMP1 , DHCR24 , CTSD , CCND1 , FXYD3 , RARRES3 , STAT1 , TFF3 , IDH2 , C4A , MDK , BST2 , NUCB2 , TFF1 , S100A16 , ECM1 , TRH , IFI27 , CLEC3A , SERPINA3 , IFITM1 , SLITRK6 , PRSS23 , CPB1 , FADS2 , CD24 , GRIA2 , SCUBE2 , KLK14 , KRT15 , TNNT1 , NPY1R , FGB , GJA1 , CALML5 , CYP4Z1 , CD52 , WFDC2 , SCGB2A2 , CXCL13 , SCGB2A1 , SCGB1D2 |
| 6 | NME1 , A2M , C17orf37, PSMB3 , KRT17 , PSMD3 , ERBB2 , FABP5 , PNMT , DHRS2 |
| 7 | CST5 , CYP2A7, CHGB , CYP2A6, CARTPT |
| 8 | DCD , LOC643719 |
Hub genes based on Markov Blanket size
| Gene | MB Size | Content | |
|---|---|---|---|
| 1 | SFRP1 | 122 | AMY2A , LOC284749, CPE , IGF1R , CSN1S1 , TSPAN8 , GDF9 , SCRG1 , CA2 , NTNG1 , KRT1 , MAEL , SLC27A2 , PEG3 , TTYH1 , ECEL1 , AMIGO2 , GLRB , CEACAM6 , MYBPC1 , OLFM4 , ASRGL1 , COL9A2 , SLC16A6 , STAC2 , CYP4F8 , FABP7 , MS4A7 , NRAP , XDH , WDR72 , C4orf7 , NPTX1 , IGSF21 , KRT15 , KRT81 , LGALS7B , PCP4 , RARRES1 , TARP , MIA , PCDH10 , PI3 , LBP , GABRP , RPPH1 , PKP1 , UBD , ROPN1B , TPSAB1 , KLK7 , S100A8 , CRYAB , CLIC6 , CLCA2 , SBSN , NUDT8 , SLC26A3 , IL20 , S100A7A , WIF1 , SYNM , SLC6A14 , NOVA1 , CASP14 , PRG4 , MARCO , S100B , KRT16 , MUCL1 , TRPA1 , NTS , IGSF1 , DSG3 , PSCA , KLK5 , GRB14 , TNNC1 , SERHL2 , SLPI , FGL1 , DIRAS3 , LTF , LGALS7 , SOX10 , SYNPO2L , CDSN , PTN , PI16 , APOBEC2 , CHGB , CHRNA9 , CITED1 , ELF5 , GLYATL2 , TRH , SLC6A4 , KRT6B , PPP1R1B , SAA2 , KCNJ3 , PENK , LY6D , PROL1 , C2orf54 , CRISP3 , S100A9 , MS4A8B , CARTPT , TAT , NPY1R , PIGR , FGB , ACTA1 , HMGCS2 , FGG , NELL1 , KRT6C , RHCG , UGT2B4 , ASCL1 , CLEC3A |
| 2 | GLYATL2 | 117 | ZPLD1 , TSKU , CSN1S1 , TSPAN8 , LOC284379, GDF9 , GAB2 , PLP1 , SCRG1 , CA2 , A2ML1 , NTNG1 , MYH1 , KRT1 , CHRDL2 , PEG3 , TTYH1 , ECEL1 , CEACAM6 , TCAP , SHROOM1 , PNMT , ASRGL1 , COL9A2 , LRRN1 , SLC16A6 , STAC2 , PLA2G2A , CYP4F8 , ARHGAP36 , FABP7 , MS4A7 , NRAP , C4orf7 , FOLR1 , NPTX1 , TNNC2 , KRT81 , LGALS7B , PCP4 , RARRES1 , MIA , PCDH10 , PI3 , LBP , GABRP , FOXC1 , RPPH1 , PKP1 , SLC13A2 , UBD , ROPN1B , NEB , KLK7 , S100A8 , CRYAB , CLCA2 , SBSN , NUDT8 , SLC26A3 , S100A7A , WIF1 , SYNM , SLC6A14 , BPIL1 , AOX1 , CASP14 , PRG4 , MARCO , S100B , KRT16 , MUCL1 , MUC2 , CRISPLD1 , IGSF1 , DSG3 , KLK5 , SERHL2 , SLPI , FGL1 , SFRP1 , DIRAS3 , LTF , LGALS7 , SOX10 , CDSN , AQP5 , PTN , PI16 , CYP4Z2P , CHRNA9 , ELF5 , CYP4Z1 , KRT6B , SPAG6 , PIP , PPP1R1B , SAA2 , KCNJ3 , PENK , LY6D , PROL1 , C2orf54 , TPH1 , CRISP3 , S100A9 , SCGB2A1 , CARTPT , TAT , NPY1R , PIGR , FGB , HMGCS2 , FGG , KRT6C , CBLN2 , RHCG |
| 3 | CRYAB | 112 | CPE , GDF9 , SCRG1 , CA2 , MYOC , A2ML1 , WNT11 , MYH1 , KRT1 , MYH2 , TTYH1 , ECEL1 , AMIGO2 , GPC3 , SSTR2 , ASRGL1 , COL9A2 , SLC16A6 , STAC2 , PLA2G2A , DES , ARHGAP36, FABP7 , PTHLH , NRAP , NRIP3 , XDH , C4orf7 , IGSF21 , TNNC2 , KRT81 , LGALS7B , PCP4 , RARRES1 , MIA , PCDH10 , LBP , GABRP , ID4 , FOXC1 , RPPH1 , PKP1 , SLC13A2 , UBD , ROPN1B , NEB , KLK7 , S100A8 , TPSB2 , TNNT3 , CLCA2 , AFP , SBSN , CA3 , IL20 , S100A7A , WIF1 , CORO6 , SYNM , TNNI2 , SLC6A14 , AOX1 , CASP14 , PRG4 , MARCO , MYBPC2 , S100B , KRT16 , MUCL1 , TF , NTS , IGSF1 , DSG3 , KLK5 , TNNC1 , SERHL2 , SLN , SLPI , FGL1 , SFRP1 , DIRAS3 , ATP2A1 , UCP1 , LTF , LGALS7 , SOX10 , SYNPO2L , PTN , PI16 , APOBEC2 , CHGB , ELF5 , GLYATL2 , MYOZ1 , PYGM , SLC6A4 , KRT6B , PPP1R1B , SAA2 , PENK , LY6D , PROL1 , S100A9 , MS4A8B , PIGR , FGB , ACTA1 , HMGCS2 , FGG , KRT6C , RHCG , UGT2B4 |
| 4 | S100B | 112 | CSN1S1 , GDF9 , SCRG1 , CA2 , MYOC , NTNG1 , WNT11 , MYH1 , KRT1 , MYH2 , TTYH1 , ECEL1 , GPC3 , GLRB , CEACAM6 , TCAP , SHROOM1 , PNMT , STAC2 , PLA2G2A , CYP4F8 , DES , ARHGAP36, FABP7 , MS4A7 , NRAP , KLHDC7A , NRIP3 , XDH , IGSF21 , TNNC2 , KRT81 , LGALS7B , PCP4 , RARRES1 , MIA , PCDH10 , PI3 , LBP , GABRP , ID4 , RPPH1 , PKP1 , SLC13A2 , UBD , ROPN1B , NEB , KLK7 , S100A8 , CRYAB , TPSB2 , TNNT3 , CLCA2 , AFP , SBSN , NUDT8 , CA3 , IL20 , WIF1 , SYNM , TNNI2 , SLC6A14 , AOX1 , NOVA1 , CASP14 , PRG4 , MARCO , MYBPC2 , MUCL1 , TF , NTS , IGSF1 , PSCA , KLK5 , TNNC1 , SLN , FGL1 , SFRP1 , DIRAS3 , ATP2A1 , LTF , SOX10 , CXADRP3 , SYNPO2L , PTN , PI16 , CYP4Z2P , APOBEC2 , CHGB , ELF5 , GLYATL2 , CYP4Z1 , MYOZ1 , PYGM , KRT6B , SPAG6 , PIP , PPP1R1B , CYP24A1 , SAA2 , PENK , TPH1 , MS4A8B , TAT , NPY1R , FGB , ACTA1 , HMGCS2 , FGG , NELL1 , UGT2B4 , CLEC3A |
| 5 | PKP1 | 110 | AMY2A , PCSK6 , CPE , CSN1S1 , TSPAN8 , HDC , BCHE , GDF9 , SCRG1 , CA2 , A2ML1 , GPM6A , NTNG1 , WNT11 , KRT1 , TTYH1 , ECEL1 , AMIGO2 , GPC3 , GLRB , CEACAM6, SLC7A2 , SSTR2 , SLC16A6, STAC2 , TYRP1 , PLA2G2A, CYP4F8 , FABP7 , NRAP , XDH , WDR72 , C4orf7 , IGSF21 , TNNC2 , KRT81 , LGALS7B, PCP4 , RARRES1, MIA , PCDH10 , PI3 , LBP , GABRP , FOXC1 , RPPH1 , SLC13A2, UBD , ROPN1B , NEB , KLK7 , S100A8 , CRYAB , TNNT3 , CLCA2 , SBSN , SLC26A3, DHRS9 , IL20 , S100A7A, WIF1 , SYNM , TNNI2 , SLC6A14, CD177 , BPIL1 , AOX1 , NOVA1 , CASP14 , PRG4 , MARCO , MYBPC2 , S100B , KRT16 , MUCL1 , DSG3 , PSCA , KLK5 , TNNC1 , SLN , SLPI , FGL1 , SFRP1 , DIRAS3 , UCP1 , LTF , LGALS7 , SOX10 , CDSN , PTN , PI16 , CYP4Z2P, CHGB , ELF5 , GLYATL2, TRH , SLC6A4 , KRT6B , PPP1R1B, SAA2 , PENK , LY6D , PROL1 , S100A9 , PIGR , FGB , FGG , KRT6C , RHCG , CELP |
| 6 | MIA | 108 | CSN1S1 , GDF9 , SCRG1 , CA2 , A2ML1 , KRT1 , TTYH1 , ECEL1 , GPC3 , COL9A2 , SLC16A6 , STAC2 , TYRP1 , PLA2G2A , CYP4F8 , DES , ARHGAP36, FABP7 , PTHLH , MS4A7 , NRAP , NRIP3 , XDH , C4orf7 , FOLR1 , KRT15 , KRT81 , LGALS7B , PCP4 , RARRES1 , PI3 , GABRP , ID4 , FOXC1 , RPPH1 , PKP1 , SLC13A2 , UBD , ROPN1B , NEB , KLK7 , S100A8 , CRYAB , TNNT3 , CLCA2 , AFP , SBSN , NUDT8 , SLC26A3 , CA3 , WIF1 , KLK6 , SYNM , TNNI2 , SLC6A14 , CD177 , AOX1 , CASP14 , PRG4 , MYBPC2 , S100B , KRT16 , MUCL1 , TF , NTS , DSG3 , PSCA , KLK5 , TNNC1 , SERHL2 , SLN , SLPI , FGL1 , SFRP1 , DIRAS3 , ATP2A1 , SOX10 , SYNPO2L , AQP5 , PTN , PI16 , CYP4Z2P , APOBEC2 , ELF5 , GLYATL2 , MYOZ1 , PYGM , KRT6B , PIP , PPP1R1B , SAA2 , PENK , LY6D , PROL1 , C2orf54 , S100A9 , SCGB2A1 , TAT , NPY1R , PIGR , FGB , ACTA1 , HMGCS2 , FGG , KRT6C , RHCG , UGT2B4 , CELP |
| 7 | CLCA2 | 108 | AMY2A , ZPLD1 , CPE , CSN1S1 , MSLN , TSPAN8 , BCHE , GDF9 , PLP1 , SCRG1 , GPM6A , NTNG1 , WNT11 , LOC643719, KRT1 , MAEL , TTYH1 , ECEL1 , GPC3 , GLRB , CEACAM6 , OLFM4 , SHROOM1 , PNMT , ASRGL1 , SLC16A6 , STAC2 , PLA2G2A , CYP4F8 , ARHGAP36 , FABP7 , WDR72 , C4orf7 , FOLR1 , KLK14 , IGSF21 , KRT15 , KRT81 , LGALS7B , RARRES1 , MIA , PCDH10 , PI3 , GABRP , RPPH1 , PKP1 , SLC13A2 , UBD , ROPN1B , TPSAB1 , KLK7 , KRT7 , S100A8 , CRYAB , CLIC6 , SBSN , NUDT8 , IL20 , WIF1 , KLK6 , CORO6 , SYNM , AMBP , SLC6A14 , BPIL1 , AOX1 , NOVA1 , PRG4 , MARCO , S100B , MUCL1 , CRISPLD1 , IGSF1 , KLK5 , SERHL2 , SLPI , FGL1 , SFRP1 , LTF , SOX10 , CXADRP3 , CDSN , PTN , CYP4Z2P , CHGB , CHRNA9 , ELF5 , GLYATL2 , CYP4Z1 , KRT6B , SPAG6 , PIP , CYP24A1 , SAA2 , KCNJ3 , PENK , LY6D , PROL1 , C2orf54 , S100A9 , NPY1R , PIGR , FGB , FGG , KRT6C , RHCG , ASCL1 , CELP |
| 8 | SOX10 | 104 | CSN1S1 , GDF9 , SCRG1 , CA2 , MYOC , NTNG1 , KRT1 , TTYH1 , ECEL1 , PNMT , ASRGL1 , COL9A2 , LRRN1 , SLC16A6 , STAC2 , TYRP1 , ARHGAP36, FABP7 , NRAP , XDH , C4orf7 , FOLR1 , IGSF21 , KRT15 , TNNC2 , KRT81 , LGALS7B , PCP4 , RARRES1 , MIA , PI3 , ID4 , RPPH1 , PKP1 , SLC13A2 , UBD , ROPN1B , NEB , TPSAB1 , KLK7 , S100A8 , CRYAB , TPSB2 , CLCA2 , SBSN , SLC26A3 , CA3 , IL20 , WIF1 , KLK6 , SYNM , TNNI2 , SLC6A14 , CD177 , AOX1 , PRG4 , MARCO , MYBPC2 , S100B , KRT16 , MUCL1 , CRISPLD1, TF , IGSF1 , DSG3 , PSCA , KLK5 , TNNC1 , FGL1 , SFRP1 , DIRAS3 , ATP2A1 , UCP1 , LTF , LGALS7 , CXADRP3 , CDSN , AQP5 , PTN , PI16 , CYP4Z2P , ELF5 , GLYATL2 , TRH , CYP4Z1 , PYGM , KRT6B , PIP , PPP1R1B , SAA2 , PENK , LY6D , PROL1 , C2orf54 , S100A9 , SCGB2A1 , MS4A8B , TAT , NPY1R , PIGR , FGB , KRT6C , RHCG , CELP |
| 9 | KLK5 | 103 | CSN1S1 , MSLN , LOC284379, PLP1 , SCRG1 , CA2 , MYOC , A2ML1 , NTNG1 , MYH1 , KRT1 , MYH2 , PEG3 , TTYH1 , ECEL1 , COL9A2 , LRRN1 , STAC2 , PLA2G2A , DES , FABP7 , MS4A7 , NRAP , KLHDC7A , XDH , C4orf7 , NPTX1 , KRT15 , TNNC2 , KRT81 , LGALS7B , PCP4 , RARRES1 , MIA , PI3 , GABRP , ID4 , RPPH1 , PKP1 , UBD , ROPN1B , NEB , KLK7 , S100A8 , CRYAB , TPSB2 , TNNT3 , CLCA2 , SBSN , NUDT8 , SLC26A3 , WIF1 , KLK6 , SYNM , TNNI2 , SLC6A14 , CASP14 , PRG4 , MARCO , MYBPC2 , S100B , KRT16 , TF , DSG3 , PSCA , TNNC1 , SERHL2 , SLN , FGL1 , SFRP1 , DIRAS3 , LTF , LGALS7 , SOX10 , CDSN , AQP5 , PTN , PI16 , APOBEC2 , CITED1 , ELF5 , GLYATL2 , TRH , KRT6B , PIP , PPP1R1B , SAA2 , PENK , LY6D , PROL1 , C2orf54 , CRISP3 , S100A9 , MS4A8B , TAT , NPY1R , PIGR , FGB , HMGCS2 , FGG , NELL1 , KRT6C , RHCG |
| 10 | SLC16A6 | 101 | PCSK6 , CPE , TSKU , CSN1S1 , MSLN , TSPAN8 , GAB2 , PLP1 , CA2 , MYOC , SLC27A2 , TMEM64 , GPC3 , GLRB , CEACAM6 , MYBPC1 , SHROOM1 , SLC7A2 , PNMT , STAC2 , CYP4F8 , DES , FABP7 , PTHLH , MS4A7 , KLHDC7A , XDH , C4orf7 , FOLR1 , NPTX1 , KRT15 , KRT81 , LGALS7B , RARRES1 , MIA , PCDH10 , PI3 , ID4 , RPPH1 , PKP1 , SLC13A2 , TPSAB1 , KLK7 , KRT7 , S100A8 , CRYAB , CLIC6 , CLCA2 , SBSN , SLC26A3 , DHRS9 , IL20 , S100A7A , WIF1 , KLK6 , CORO6 , SYNM , CD177 , AOX1 , NOVA1 , MUCL1 , TRPA1 , MUC2 , CRISPLD1, IGSF1 , DSG3 , PSCA , SERHL2 , SLPI , FGL1 , SFRP1 , DIRAS3 , LGALS7 , SOX10 , SYNPO2L , AQP5 , PTN , CYP4Z2P , CHGB , ELF5 , GLYATL2 , TRH , SLC6A4 , KRT6B , SPAG6 , PIP , PPP1R1B , CYP24A1 , PCSK1 , C2orf54 , TPH1 , S100A9 , MS4A8B , CARTPT , TAT , NPY1R , PIGR , ACTA1 , SLC5A8 , FGG , CLEC3A |
| Gene | MB Size | Content | |
|---|---|---|---|
| 1 | HSPB1 | 155 | GSN , CAV1 , MMP11 , FHL1 , ANXA1 , GATA3 , TTN , HSPB6 , LPL , GPX3 , KBTBD10 , SYNGR2 , ARF1 , TNNI2 , STARD10 , CRYAB , NEB , HIST2H2AA3, HBB , FN1 , BGN , DST , SRP9 , DPT , SLC9A3R1 , TSPAN13 , HBA2 , TNNC2 , ENO3 , TNNC1 , H3F3A , CIDEC , MYH2 , CD36 , VIM , PLIN4 , AHNAK , PLIN1 , RBP4 , CRIP1 , CFL1 , NME1 , CEACAM6 , CSRP1 , ISG15 , S100P , PDIA3 , ACTA1 , S100A14 , MYL9 , LRP1 , PRDX1 , SPINT2 , SLC39A6 , RNASE1 , MUC1 , KRT8 , MAGED2 , KRT18 , S100A4 , MB , MIF , P4HB , ACTA2 , AGR3 , HIST1H1C , CRABP2 , MRPS30 , DCN , IGF1R , SFRP1 , DUSP1 , COL1A1 , RPN2 , CFB , CA12 , PPDPF , SERPING1 , TAGLN , ESR1 , COX6A1 , CCND1 , SEPP1 , A2M , TFF3 , NUCB2 , PRLR , OAS3 , XBP1 , AGR2 , FXYD3 , JUP , KRT19 , CGA , C1R , SOD2 , PVALB , C3 , ALDOA , LDHB , DHCR24 , TIMP1 , KRT15 , SERPINF1 , KRT14 , COL1A2 , LGALS3BP , STAT1 , IFI27 , SPP1 , BCAM , C4A , NME1-NME2 , C10orf116 , ASPH , S100A16 , CPB1 , CST5 , KRT5 , C17orf37 , SLPI , IFITM1 , FABP5 , COL3A1 , CHGA , MDK , GRIA2 , S100A7 , AEBP1 , TFF1 , INS-IGF2 , CD24 , LAPTM4B , GSTP1 , ERBB2 , C4orf7 , PRSS23 , MGST1 , MUCL1 , SCD , SERPINA3 , SERPINA6 , ALB , CARTPT , MGP , KRT7 , CRISPLD1 , CALML5 , TAT , LTF , SCGB2A2 , PPP1R1B , TNNT1 , CRISP3 , PIP |
| 2 | AHNAK | 144 | TNS1 , GSN , CAV1 , MMP11 , FHL1 , ANXA1 , GATA3 , TTN , HSPB6 , LPL , GPX3 , KBTBD10 , SYNGR2 , ARF1 , TNNI2 , STARD10 , NEB , HBB , BGN , DST , SRP9 , DPT , SLC9A3R1 , TSPAN13 , COX6C , HBA2 , TNNC2 , ENO3 , TNNC1 , H3F3A , CIDEC , MYH2 , CD36 , VIM , PLIN4 , PLIN1 , RBP4 , CRIP1 , CFL1 , NME1 , CSRP1 , GPD1 , ISG15 , PDIA3 , ADIPOQ , ZFP36 , ACTA1 , FABP4 , EGR1 , S100A14 , MYL9 , LRP1 , PRDX1 , SPINT2 , SLC39A6 , POSTN , RNASE1 , SAA1 , MUC1 , KRT8 , NAT1 , MAGED2 , KRT18 , ADH1B , S100A4 , MIF , SAA2 , P4HB , ACTA2 , AGR3 , HIST1H1C , HSPB1 , MRPS30 , DCN , SFRP1 , COL1A1 , RPN2 , CFB , CA12 , PPDPF , SERPING1 , TAGLN , ESR1 , CYR61 , COX6A1 , CCND1 , A2M , NUCB2 , PRLR , OAS3 , XBP1 , FXYD3 , JUP , KRT19 , CGA , SOD2 , PVALB , LDHB , DHCR24 , TIMP1 , SERPINF1 , KRT14 , COL1A2 , LGALS3BP , STAT1 , SPP1 , C4A , BST2 , NME1-NME2, CSN1S1 , C10orf116, ASPH , CPB1 , CST5 , KRT5 , KRT17 , C17orf37 , SLPI , IFITM1 , FABP5 , COL3A1 , CHGA , GRIA2 , S100A7 , AEBP1 , INS-IGF2 , CD24 , LAPTM4B , ERBB2 , C4orf7 , PRSS23 , MGST1 , APOD , SCD , SERPINA3 , SERPINA6 , ALB , MGP , CRISPLD1 , CALML5 , TAT , SCGB2A2 , CRISP3 , PIP |
| 3 | GATA3 | 139 | TNS1 , GSN , CAV1 , MMP11 , ANXA1 , TTN , KBTBD10 , SYNGR2 , ARF1 , TNNI2 , STARD10 , NEB , HIST2H2AA3, BGN , DST , SRP9 , SLC9A3R1 , TSPAN13 , HBA2 , TNNC2 , ENO3 , TNNC1 , H3F3A , CIDEC , MYH2 , CD36 , VIM , PLIN4 , AHNAK , PLIN1 , CRIP1 , CFL1 , NME1 , CEACAM6 , CSRP1 , GPD1 , ISG15 , PDIA3 , ACTA1 , S100A14 , LRP1 , PRDX1 , SPINT2 , SLC39A6 , POSTN , RNASE1 , SAA1 , MUC1 , KRT8 , NAT1 , MAGED2 , KRT18 , S100A4 , MB , MIF , IFI6 , P4HB , ACTA2 , AGR3 , HIST1H1C , CRABP2 , HSPB1 , MRPS30 , DCN , IGF1R , SFRP1 , COL1A1 , RPN2 , CFB , PPDPF , SERPING1 , TAGLN , ESR1 , COX6A1 , CCND1 , SEPP1 , NUCB2 , PRLR , OAS3 , XBP1 , AGR2 , JUP , KRT19 , CGA , CYP2B7P1 , C1R , SOD2 , PVALB , C3 , LDHB , DHCR24 , TIMP1 , KRT15 , SERPINF1 , KRT14 , COL1A2 , STAT1 , IFI27 , BCAM , C4A , NME1-NME2 , CSN1S1 , C10orf116 , ASPH , CPB1 , CST5 , KRT5 , SLPI , IFITM1 , FABP5 , COL3A1 , CHGA , GRIA2 , S100A7 , AEBP1 , INS-IGF2 , CD24 , GSTP1 , ERBB2 , CLEC3A , C4orf7 , MGST1 , MUCL1 , APOD , SCD , SERPINA3 , SERPINA6 , CHGB , CARTPT , MGP , KRT7 , CRISPLD1 , CALML5 , LOC643719 , FGB , PPP1R1B , TNNT1 , CRISP3 , PIP |
| 4 | VIM | 133 | TNS1 , GSN , CAV1 , MMP11 , FHL1 , ANXA1 , GATA3 , HSPB6 , LPL , GPX3 , KBTBD10 , SYNGR2 , ARF1 , TNNI2 , STARD10 , CRYAB , HIST2H2AA3, FN1 , BGN , DST , SRP9 , DPT , SLC9A3R1 , TSPAN13 , HBA2 , TNNC2 , ENO3 , HBA1 , H3F3A , CIDEC , MYH2 , CD36 , PLIN4 , AHNAK , PLIN1 , RBP4 , NME1 , CSRP1 , GPD1 , S100P , PDIA3 , ADIPOQ , ZFP36 , ACTA1 , TPM2 , FABP4 , S100A14 , MYL9 , LRP1 , PRDX1 , SPINT2 , SLC39A6 , POSTN , RNASE1 , SAA1 , MUC1 , KRT8 , KRT18 , ADH1B , DES , S100A4 , MB , MIF , IFI6 , P4HB , ACTA2 , AGR3 , HIST1H1C , HSPB1 , DCN , SFRP1 , COL1A1 , CFB , CA12 , PPDPF , SERPING1 , TAGLN , ESR1 , COX6A1 , ECM1 , SEPP1 , A2M , NUCB2 , OAS3 , XBP1 , FXYD3 , TRH , KRT19 , CGA , C1R , SOD2 , PVALB , C3 , LDHB , DHCR24 , TIMP1 , SERPINF1 , KRT14 , COL1A2 , LGALS3BP , SPP1 , C4A , CSN1S1 , C10orf116 , S100A16 , CPB1 , CST5 , KRT5 , MMP9 , KRT17 , C17orf37 , SLPI , FABP5 , COL3A1 , MDK , GRIA2 , AEBP1 , TFF1 , ERBB2 , C4orf7 , PRSS23 , MGST1 , SCD , ALB , CARTPT , MGP , KRT7 , CALML5 , LTF , SCGB2A2 , PPP1R1B , CRISP3 , PIP |
| 5 | MUC1 | 133 | GSN , CAV1 , MMP11 , ANXA1 , GATA3 , LPL , KBTBD10 , SYNGR2 , ARF1 , TNNI2 , STARD10 , NEB , HIST2H2AA3, FN1 , BGN , DST , SRP9 , DPT , SLC9A3R1 , TSPAN13 , COX6C , HBA2 , TNNC2 , H3F3A , CIDEC , MYH2 , TNNT3 , VIM , AHNAK , CRIP1 , CFL1 , NME1 , CEACAM6 , CSRP1 , ISG15 , S100P , PDIA3 , ACTA1 , FABP4 , S100A14 , LRP1 , PRDX1 , SPINT2 , SLC39A6 , RNASE1 , KRT8 , NAT1 , S100A4 , MB , MIF , P4HB , ACTA2 , AGR3 , HIST1H1C , CRABP2 , HSPB1 , MRPS30 , DCN , SFRP1 , COL1A1 , RPN2 , CFB , CA12 , PPDPF , ESR1 , COX6A1 , CCND1 , ECM1 , SEPP1 , A2M , TFF3 , NUCB2 , PRLR , OAS3 , AGR2 , FXYD3 , JUP , TRH , KRT19 , CGA , SOD2 , C3 , ALDOA , LDHB , DHCR24 , TIMP1 , KRT15 , SERPINF1 , KRT14 , COL1A2 , LGALS3BP , STAT1 , IFI27 , SPP1 , BCAM , C4A , C10orf116 , CPB1 , CST5 , KRT17 , SLPI , IFITM1 , FABP5 , COL3A1 , CHGA , MDK , CYP2A7 , S100A7 , AEBP1 , TFF1 , CD24 , GSTP1 , ERBB2 , C4orf7 , PRSS23 , DCD , CYP2A6 , MUCL1 , APOD , SCD , SERPINA3 , SERPINA6 , CHGB , CARTPT , DHRS2 , MGP , KRT7 , CRISPLD1 , CALML5 , SCGB2A2 , PPP1R1B , CRISP3 , PIP |
| 6 | ERBB2 | 129 | GSN , CAV1 , MMP11 , ANXA1 , GATA3 , TTN , LPL , SYNGR2 , ARF1 , TNNI2 , STARD10 , HIST2H2AA3, HBB , FN1 , BGN , DST , SRP9 , SLC9A3R1 , TSPAN13 , COX6C , TNNC2 , TNNC1 , H3F3A , MYH2 , VIM , PLIN4 , AHNAK , PLIN1 , RBP4 , CRIP1 , CFL1 , NME1 , CEACAM6 , CSRP1 , S100P , PDIA3 , ZFP36 , S100A14 , LRP1 , PRDX1 , SPINT2 , SLC39A6 , POSTN , RNASE1 , MUC1 , KRT8 , NAT1 , KRT18 , MB , MIF , IFI6 , P4HB , AGR3 , HIST1H1C , CRABP2 , HSPB1 , MRPS30 , DCN , SFRP1 , COL1A1 , RPN2 , CFB , CA12 , PPDPF , SERPING1 , TAGLN , ESR1 , COX6A1 , CCND1 , ECM1 , SEPP1 , A2M , TFF3 , NUCB2 , OAS3 , XBP1 , AGR2 , FXYD3 , JUP , KRT19 , C1R , PVALB , C3 , LDHB , DHCR24 , KRT15 , KRT14 , COL1A2 , LGALS3BP , STAT1 , IFI27 , SPP1 , BCAM , C4A , BST2 , C10orf116 , S100A16 , CPB1 , CST5 , C17orf37 , SLPI , IFITM1 , FABP5 , COL3A1 , MDK , AEBP1 , TFF1 , OLFM4 , CD24 , IGF2 , GSTP1 , C4orf7 , PRSS23 , MGST1 , MUCL1 , APOD , SERPINA3 , SERPINA6 , CARTPT , DHRS2 , MGP , KRT7 , HMGCS2 , CALML5 , SCGB2A2 , FGB , PPP1R1B , CRISP3 , PIP |
| 7 | ARF1 | 127 | TNS1 , GSN , MMP11 , ANXA1 , GATA3 , TTN , LPL , GPX3 , KBTBD10 , SYNGR2 , TNNI2 , STARD10 , CRYAB , HIST2H2AA3, HBB , FN1 , BGN , DST , SRP9 , DPT , SLC9A3R1 , TSPAN13 , COX6C , HBA2 , TNNC2 , HBA1 , TNNC1 , H3F3A , MYH2 , VIM , AHNAK , PLIN1 , CRIP1 , CFL1 , NME1 , CEACAM6 , CSRP1 , ISG15 , S100P , PDIA3 , ZFP36 , ACTA1 , S100A14 , MYL9 , PRDX1 , SPINT2 , SLC39A6 , POSTN , RNASE1 , MUC1 , KRT8 , MAGED2 , DES , MIF , IFI6 , P4HB , ACTA2 , AGR3 , HIST1H1C , CRABP2 , HSPB1 , MRPS30 , DCN , SFRP1 , DUSP1 , COL1A1 , RPN2 , CA12 , PPDPF , SERPING1 , TAGLN , ESR1 , COX6A1 , CCND1 , ECM1 , A2M , TFF3 , NUCB2 , PRLR , OAS3 , XBP1 , AGR2 , FXYD3 , JUP , KRT19 , CGA , SOD2 , PVALB , C3 , DHCR24 , KRT15 , SERPINF1 , KRT14 , LGALS3BP , STAT1 , IFI27 , BCAM , C4A , BST2 , NME1-NME2 , C10orf116 , ASPH , CPB1 , CST5 , KRT5 , C17orf37 , SLPI , FABP5 , COL3A1 , MDK , AEBP1 , TFF1 , CD24 , LAPTM4B , ERBB2 , C4orf7 , MGST1 , APOD , SERPINA3 , SERPINA6 , MGP , CRISPLD1 , CALML5 , TAT , SCGB2A2 , PPP1R1B , PIP |
| 8 | P4HB | 127 | TNS1 , GSN , CAV1 , MMP11 , ANXA1 , GATA3 , TTN , LPL , GPX3 , KBTBD10 , SYNGR2 , ARF1 , STARD10 , NEB , HIST2H2AA3, FN1 , BGN , DST , SRP9 , SLC9A3R1 , TSPAN13 , TXNIP , ENO3 , TNNC1 , H3F3A , CIDEC , MYH2 , CD36 , VIM , PLIN4 , AHNAK , PLIN1 , RBP4 , CRIP1 , CFL1 , NME1 , CSRP1 , GPD1 , ISG15 , PDIA3 , ACTA1 , FABP4 , S100A14 , PRDX1 , SPINT2 , POSTN , RNASE1 , SAA1 , MUC1 , KRT8 , NAT1 , ADH1B , S100A4 , MB , MIF , IFI6 , AGR3 , CRABP2 , HSPB1 , MRPS30 , DCN , SFRP1 , COL1A1 , RPN2 , CFB , CA12 , PPDPF , ESR1 , COX6A1 , CCND1 , TFF3 , NUCB2 , PRLR , OAS3 , AGR2 , FXYD3 , JUP , KRT19 , CGA , C1R , PVALB , C3 , ALDOA , DHCR24 , TIMP1 , KRT15 , SERPINF1 , KRT14 , COL1A2 , LGALS3BP , STAT1 , IFI27 , SPP1 , BCAM , C4A , CSN1S1 , C10orf116 , CPB1 , KRT5 , MMP9 , C17orf37 , SLPI , IFITM1 , FABP5 , COL3A1 , CHGA , S100A7 , AEBP1 , TFF1 , IGJ , CD24 , ERBB2 , C4orf7 , PRSS23 , APOD , SCD , SERPINA3 , SERPINA6 , CARTPT , MGP , HMGCS2 , CRISPLD1 , CALML5 , MYBPC1 , FGB , PPP1R1B , CRISP3 |
| 9 | MMP11 | 126 | TNS1 , GSN , FHL1 , ANXA1 , GATA3 , TTN , HSPB6 , LPL , GPX3 , KBTBD10 , SYNGR2 , ARF1 , TNNI2 , STARD10 , CRYAB , NEB , HBB , FN1 , BGN , DST , SRP9 , DPT , TSPAN13 , COX6C , HBA2 , TNNC2 , HBA1 , TNNC1 , H3F3A , CIDEC , MYH2 , TNNT3 , CD36 , VIM , PLIN4 , AHNAK , RBP4 , CRIP1 , CFL1 , CSRP1 , GPD1 , ISG15 , PDIA3 , ADIPOQ , ZFP36 , ACTA1 , TPM2 , FABP4 , EGR1 , S100A14 , MYL9 , LRP1 , PRDX1 , SPINT2 , SLC39A6 , POSTN , RNASE1 , SAA1 , MUC1 , NAT1 , MAGED2 , ADH1B , DES , S100A4 , SAA2 , IFI6 , P4HB , AGR3 , HIST1H1C , HSPB1 , MRPS30 , DCN , SFRP1 , COL1A1 , CA12 , SERPING1 , TAGLN , CYR61 , COX6A1 , CCND1 , A2M , NUCB2 , XBP1 , AGR2 , FXYD3 , CGA , C1R , SOD2 , C3 , DHCR24 , TIMP1 , SERPINF1 , COL1A2 , LGALS3BP , STAT1 , SPP1 , C4A , BST2 , NME1-NME2, ASPH , RARRES3 , CST5 , MMP9 , KRT17 , C17orf37 , SLPI , IFITM1 , FABP5 , COL3A1 , AEBP1 , SLITRK6 , GJA1 , IGF2 , ERBB2 , C4orf7 , PRSS23 , MGST1 , APOD , SERPINA6 , MGP , CXCL13 , CALML5 , MYBPC1 , FGB , CRISP3 , PIP |
| 10 | CGA | 125 | GSN , CAV1 , MMP11 , FHL1 , ANXA1 , GATA3 , LPL , GPX3 , KBTBD10 , SYNGR2 , ARF1 , TNNI2 , STARD10 , CRYAB , NEB , HIST2H2AA3, HBB , FN1 , BGN , DST , SRP9 , CA3 , DPT , SLC9A3R1 , TXNIP , HBA2 , TNNC2 , HBA1 , CIDEC , MYH2 , TNNT3 , CD36 , VIM , PLIN4 , AHNAK , PLIN1 , RBP4 , NME1 , CSRP1 , GPD1 , S100P , PDIA3 , ADIPOQ , ZFP36 , ACTA1 , FABP4 , EGR1 , S100A14 , MYL9 , LRP1 , PRDX1 , SPINT2 , RNASE1 , SAA1 , MUC1 , KRT8 , KRT18 , ADH1B , S100A4 , MB , MIF , IFI6 , P4HB , ACTA2 , AGR3 , HSPB1 , DCN , SFRP1 , FOS , CFB , PPDPF , SERPING1 , TAGLN , COX6A1 , ECM1 , SEPP1 , NUCB2 , PRLR , OAS3 , AGR2 , FXYD3 , C1R , SOD2 , C3 , ALDOA , LDHB , DHCR24 , MSMB , TIMP1 , KRT15 , SERPINF1 , KRT14 , COL1A2 , STAT1 , SPP1 , BCAM , C4A , CSN1S1 , C10orf116 , S100A16 , KRT5 , KRT17 , SLPI , FABP5 , COL3A1 , CHGA , MDK , S100A7 , AEBP1 , TFF1 , IGJ , INS-IGF2 , CD24 , PRSS23 , APOD , SCD , SERPINA3 , SERPINA6 , CARTPT , MGP , CRISPLD1 , LTF , MYBPC1 , PPP1R1B , CRISP3 |
| Gene | MB Size | Content | |
|---|---|---|---|
| 1 | SPARCL1 | 140 | TNS1 , CAV1 , GSN , SPTBN1 , ENO3 , HBB , LPL , KBTBD10 , HBA2 , GPX3 , ANXA1 , TNNI2 , HBA1 , CIDEC , ACSL1 , DST , TNNC1 , TXNIP , PLIN1 , TNNC2 , RBP4 , G0S2 , PLIN4 , DPT , GPD1 , CRYAB , MMP11 , ADIPOQ , MYH2 , ACTA1 , VWF , CD36 , FABP4 , ADH1B , CSRP1 , ZFP36 , MB , SAA1 , VIM , BGN , ARF1 , AHNAK , FN1 , TPM2 , H3F3A , DUSP1 , ACTA2 , SAA2 , FOS , SEPP1 , MYL9 , GATA3 , DCN , MARCKSL1, LRP1 , DES , MAL2 , STARD10 , RNASE1 , COX6C , SERPING1, SLC9A3R1, SMS , KRT18 , KRT8 , SFRP1 , POSTN , MUC1 , TAGLN , CA12 , S100A4 , MIF , COL1A1 , ISG15 , S100P , KRT19 , LDHB , CRIP1 , CRABP2 , MAGED2 , PPDPF , KRT14 , CIB1 , A2M , XBP1 , ESR1 , AGR2 , OAS3 , C3 , KRT5 , MRPS30 , COL1A2 , S100A11 , CYP2B7P1, HSPB1 , SERPINF1, TIMP1 , PRLR , ALDOA , DHCR24 , CTSD , IGJ , SPP1 , RARRES3 , MMP9 , AEBP1 , MGST1 , ERBB2 , COL3A1 , STAT1 , TFF3 , CST5 , MDK , BST2 , CGA , SCD , S100A16 , TRH , CLEC3A , APOD , IFITM1 , PRSS23 , FADS2 , SFRP2 , CARTPT , CD24 , GRIA2 , S100A8 , KLK14 , KRT15 , S100A9 , LYZ , SLPI , CRISP3 , FGB , GJA1 , CALML5 , CD52 , WFDC2 , SCGB2A1 |
| 2 | MUC1 | 138 | CAV1 , GSN , SPTBN1 , HSPB6 , ENO3 , HBB , LPL , KBTBD10 , HBA2 , GPX3 , TNNI2 , DST , TNNC1 , TXNIP , TNNC2 , RBP4 , G0S2 , DPT , CRYAB , TNNT3 , ACTA1 , VWF , FABP4 , ADH1B , CSRP1 , MB , VIM , BGN , ARF1 , AHNAK , SPARCL1 , H3F3A , SEPP1 , MYL9 , TSPAN13 , GATA3 , DCN , MARCKSL1 , HIST2H2AA3, MAL2 , STARD10 , RNASE1 , COX6C , SPINT2 , SLC9A3R1 , SMS , KRT18 , KRT8 , SFRP1 , POSTN , CA12 , S100A4 , MIF , COL1A1 , ISG15 , S100P , KRT19 , LDHB , CRIP1 , NAT1 , CRABP2 , MAGED2 , CFB , S100A14 , PPDPF , CIB1 , XBP1 , ESR1 , AGR2 , AGR3 , IFI6 , OAS3 , C17orf37 , HIST1H1C , KRT5 , MRPS30 , CEACAM6 , COL1A2 , S100A11 , CYP2B7P1 , HSPB1 , SLC39A6 , PSMB3 , TIMP1 , ALDOA , DHCR24 , CTSD , CCND1 , IGJ , FXYD3 , SPP1 , RARRES3 , ERBB2 , COL3A1 , STAT1 , TFF3 , C4A , MDK , NUCB2 , CGA , TFF1 , SCD , S100A16 , S100A7 , TRH , IFI27 , CLEC3A , APOD , SERPINA3 , IFITM1 , CYP2A7 , CHGB , FABP5 , PRSS23 , CPB1 , FADS2 , CARTPT , GRIA2 , SCUBE2 , S100A8 , KLK14 , KRT15 , CA2 , S100A9 , LYZ , NPY1R , SLPI , CRISP3 , FGB , GJA1 , CALML5 , CYP4Z1 , WFDC2 , SCGB2A2 , CXCL13 , SCGB2A1 , SCGB1D2 , DHRS2 |
| 3 | CGA | 128 | TNS1 , FHL1 , CAV1 , GSN , SPTBN1 , HSPB6 , ENO3 , HBB , LPL , KBTBD10 , HBA2 , GPX3 , ANXA1 , TNNI2 , HBA1 , CIDEC , CA3 , NEB , ACSL1 , DST , TNNC1 , TXNIP , PLIN1 , TNNC2 , RBP4 , G0S2 , PLIN4 , DPT , CRYAB , MMP11 , ADIPOQ , TNNT3 , MYH2 , ACTA1 , VWF , CD36 , FABP4 , ADH1B , CSRP1 , ZFP36 , SAA1 , VIM , BGN , ARF1 , AHNAK , FN1 , SPARCL1 , TPM2 , H3F3A , ACTA2 , SAA2 , MYL9 , GATA3 , DCN , LRP1 , HIST2H2AA3, DES , STARD10 , COX6C , SERPING1 , NME1 , SPINT2 , SMS , KRT8 , SFRP1 , POSTN , MUC1 , TAGLN , S100A4 , COL1A1 , S100P , KRT19 , LDHB , CFB , PPDPF , FSTL1 , KRT14 , A2M , XBP1 , ESR1 , AGR2 , OAS3 , C3 , C17orf37 , HIST1H1C , KRT5 , MRPS30 , CEACAM6 , COL1A2 , S100A11 , HSPB1 , SLC39A6 , SERPINF1 , PSMB3 , TIMP1 , DHCR24 , KRT17 , PSMD3 , IGJ , FXYD3 , SPP1 , MMP9 , AEBP1 , ERBB2 , COL3A1 , STAT1 , BST2 , NUCB2 , TFF1 , SCD , S100A16 , MSMB , IFI27 , APOD , IFITM1 , FABP5 , CPB1 , FADS2 , S100A8 , PNMT , S100A9 , LYZ , SLPI , CRISP3 , CALML5 , SCGB2A2 , CXCL13 , SCGB2A1 |
| 4 | AHNAK | 126 | TNS1 , FHL1 , CAV1 , GSN , SPTBN1 , TTN , HSPB6 , ENO3 , LPL , KBTBD10 , HBA2 , GPX3 , ANXA1 , CIDEC , ACSL1 , DST , PLIN1 , RBP4 , G0S2 , PLIN4 , DPT , GPD1 , CRYAB , MMP11 , ADIPOQ , MYH2 , ACTA1 , VWF , CD36 , FABP4 , ADH1B , CSRP1 , VIM , BGN , ARF1 , FN1 , SPARCL1 , H3F3A , ACTA2 , SAA2 , MYL9 , GATA3 , DCN , MARCKSL1 , LRP1 , HIST2H2AA3, STARD10 , RNASE1 , SERPING1 , SPINT2 , SMS , KRT18 , KRT8 , SFRP1 , POSTN , MUC1 , TAGLN , CA12 , S100A4 , MIF , COL1A1 , ISG15 , LDHB , CRIP1 , MAGED2 , CFB , S100A14 , PPDPF , FSTL1 , KRT14 , CIB1 , A2M , XBP1 , ESR1 , AGR3 , C3 , HIST1H1C , KRT5 , MRPS30 , COL1A2 , S100A11 , HSPB1 , SLC39A6 , PSMB3 , TIMP1 , PRLR , ALDOA , DHCR24 , CCND1 , FXYD3 , SPP1 , RARRES3 , MMP9 , AEBP1 , PVALB , COL3A1 , STAT1 , CST5 , MDK , NUCB2 , CGA , TFF1 , SCD , S100A16 , TRH , APOD , FABP5 , CPB1 , FADS2 , SFRP2 , CD24 , GRIA2 , SCUBE2 , S100A8 , KLK14 , S100A9 , LYZ , NPY1R , SLPI , FGB , WFDC2 , SCGB2A2 , CXCL13 , SCGB2A1 , SCGB1D2 , DHRS2 |
| 5 | BGN | 125 | TNS1 , CAV1 , GSN , SPTBN1 , TTN , ENO3 , HBB , LPL , KBTBD10 , HBA2 , GPX3 , ANXA1 , CIDEC , NEB , ACSL1 , DST , TNNC1 , PLIN1 , RBP4 , PLIN4 , DPT , GPD1 , MMP11 , ADIPOQ , TNNT3 , MYH2 , ACTA1 , VWF , CD36 , FABP4 , CSRP1 , SAA1 , VIM , ARF1 , AHNAK , FN1 , SPARCL1 , H3F3A , ACTA2 , SAA2 , SEPP1 , MYL9 , DCN , LRP1 , STARD10 , RNASE1 , SERPING1, SPINT2 , SLC9A3R1, KRT8 , SFRP1 , POSTN , MUC1 , TAGLN , S100A4 , MIF , COL1A1 , ISG15 , S100P , LDHB , CRIP1 , NAT1 , S100A14 , PPDPF , FSTL1 , KRT14 , A2M , XBP1 , ESR1 , AGR2 , OAS3 , C3 , C17orf37, KRT5 , MRPS30 , CEACAM6 , COL1A2 , S100A11 , HSPB1 , SLC39A6 , SERPINF1, PSMB3 , TIMP1 , PRLR , DHCR24 , IGJ , FXYD3 , SPP1 , RARRES3 , MMP9 , AEBP1 , COL3A1 , STAT1 , TFF3 , MDK , NUCB2 , CGA , TFF1 , SCD , S100A16 , TRH , LAPTM4B , APOD , IFITM1 , CHGA , FABP5 , PRSS23 , CPB1 , FADS2 , SFRP2 , CD24 , SCUBE2 , S100A8 , KLK14 , KRT15 , CA2 , S100A9 , LYZ , SLPI , CRISP3 , FGB , SERPINA6, CYP4Z1 , SCGB2A2 , CXCL13 |
| 6 | DST | 123 | TNS1 , FHL1 , CAV1 , GSN , SPTBN1 , TTN , HSPB6 , ENO3 , HBB , LPL , KBTBD10 , HBA2 , GPX3 , ANXA1 , TNNI2 , HBA1 , CIDEC , NEB , ACSL1 , TNNC1 , TXNIP , PLIN1 , RBP4 , G0S2 , PLIN4 , DPT , GPD1 , CRYAB , MMP11 , ADIPOQ , TNNT3 , MYH2 , ACTA1 , VWF , CD36 , FABP4 , ADH1B , CSRP1 , EGR1 , ZFP36 , SAA1 , VIM , BGN , ARF1 , AHNAK , FN1 , SPARCL1 , H3F3A , ACTA2 , SAA2 , FOS , SEPP1 , MYL9 , DCN , MARCKSL1, LRP1 , STARD10 , RNASE1 , COX6C , SERPING1, NME1 , SPINT2 , SFRP1 , POSTN , MUC1 , TAGLN , S100A4 , MIF , COL1A1 , S100P , KRT19 , LDHB , CRIP1 , CFB , PPDPF , FSTL1 , KRT14 , A2M , XBP1 , ESR1 , AGR2 , C3 , C17orf37, HIST1H1C, KRT5 , MRPS30 , COL1A2 , S100A11 , HSPB1 , SERPINF1, PSMB3 , TIMP1 , DHCR24 , KRT17 , PSMD3 , IGJ , FXYD3 , SPP1 , MMP9 , AEBP1 , PVALB , ERBB2 , COL3A1 , STAT1 , MDK , BST2 , CGA , TFF1 , SCD , S100A16 , APOD , CHGA , FABP5 , FADS2 , SFRP2 , S100A8 , PNMT , S100A9 , LYZ , SLPI , CRISP3 , CALML5 , CXCL13 |
| 7 | VIM | 123 | TNS1 , FHL1 , CAV1 , GSN , SPTBN1 , HSPB6 , ENO3 , HBB , LPL , KBTBD10 , HBA2 , GPX3 , ANXA1 , TNNI2 , HBA1 , CIDEC , DST , TXNIP , PLIN1 , TNNC2 , RBP4 , G0S2 , PLIN4 , DPT , GPD1 , CRYAB , MMP11 , ADIPOQ , TNNT3 , MYH2 , VWF , CD36 , FABP4 , ADH1B , CSRP1 , EGR1 , ZFP36 , SAA1 , BGN , ARF1 , AHNAK , FN1 , SPARCL1 , TPM2 , H3F3A , ACTA2 , SAA2 , FOS , SEPP1 , MYL9 , GATA3 , DCN , MARCKSL1 , LRP1 , HIST2H2AA3, DES , STARD10 , RNASE1 , COX6C , SERPING1 , NME1 , SPINT2 , SMS , SFRP1 , POSTN , MUC1 , TAGLN , S100A4 , MIF , COL1A1 , S100P , CRIP1 , CFB , PPDPF , FSTL1 , KRT14 , A2M , XBP1 , ESR1 , AGR2 , IFI6 , OAS3 , C3 , C17orf37 , HIST1H1C , KRT5 , COL1A2 , S100A11 , SERPINF1 , PSMB3 , KRT17 , PSMD3 , IGJ , FXYD3 , SPP1 , MMP9 , AEBP1 , ERBB2 , COL3A1 , STAT1 , TFF3 , MDK , BST2 , NUCB2 , CGA , TFF1 , SCD , S100A16 , IFI27 , IFITM1 , FABP5 , FADS2 , SFRP2 , S100A8 , PNMT , LYZ , SLPI , CRISP3 , FGB , CALML5 , SCGB2A2 , CXCL13 , SCGB1D2 |
| 8 | SFRP1 | 119 | TNS1 , FHL1 , CAV1 , GSN , SPTBN1 , HSPB6 , ENO3 , HBB , LPL , KBTBD10 , HBA2 , GPX3 , ANXA1 , TNNI2 , HBA1 , CIDEC , ACSL1 , DST , TXNIP , TNNC2 , RBP4 , G0S2 , PLIN4 , DPT , GPD1 , CRYAB , MMP11 , TNNT3 , MYH2 , VWF , CD36 , FABP4 , ADH1B , CSRP1 , EGR1 , ZFP36 , SAA1 , VIM , BGN , ARF1 , AHNAK , FN1 , SPARCL1 , TPM2 , ACTA2 , SAA2 , FOS , SEPP1 , MYL9 , TSPAN13 , GATA3 , DCN , LRP1 , HIST2H2AA3, DES , STARD10 , SERPING1 , NME1 , SPINT2 , JUP , SMS , POSTN , MUC1 , TAGLN , S100A4 , MIF , COL1A1 , ISG15 , KRT19 , LDHB , S100A14 , PPDPF , FSTL1 , KRT14 , A2M , XBP1 , ESR1 , AGR2 , IFI6 , OAS3 , C3 , C17orf37 , HIST1H1C , KRT5 , S100A11 , HSPB1 , SERPINF1 , PSMB3 , DHCR24 , CTSD , KRT17 , PSMD3 , IGJ , FXYD3 , SPP1 , MMP9 , AEBP1 , ERBB2 , COL3A1 , STAT1 , MDK , BST2 , CGA , SCD , S100A16 , IFI27 , IFITM1 , FABP5 , FADS2 , SCUBE2 , S100A8 , KRT15 , LYZ , SLPI , CRISP3 , FGB , CALML5 , CXCL13 , SCGB2A1 |
| 9 | HSPB1 | 118 | CAV1 , TTN , HBB , KBTBD10 , TNNI2 , NEB , DST , TNNC1 , TNNC2 , MMP11 , TNNT3 , MYH2 , ACTA1 , VWF , FABP4 , MB , BGN , ARF1 , AHNAK , SPARCL1 , H3F3A , SEPP1 , MYL9 , TSPAN13 , GATA3 , DCN , MARCKSL1 , HIST2H2AA3, STARD10 , RNASE1 , COX6C , SERPING1 , NME1 , SPINT2 , SLC9A3R1 , JUP , KRT18 , KRT8 , SFRP1 , SYNGR2 , MUC1 , S100A4 , MIF , ISG15 , KRT19 , LDHB , CRIP1 , NAT1 , CRABP2 , MAGED2 , CFB , S100A14 , PPDPF , FSTL1 , CIB1 , XBP1 , ESR1 , AGR2 , AGR3 , IFI6 , OAS3 , C3 , C17orf37 , HIST1H1C , KRT5 , MRPS30 , COL1A2 , S100A11 , CYP2B7P1 , SLC39A6 , SERPINF1 , TIMP1 , ALDOA , DHCR24 , CTSD , CCND1 , PSMD3 , FXYD3 , SPP1 , RARRES3 , AEBP1 , PVALB , ERBB2 , STAT1 , TFF3 , CST5 , MDK , NUCB2 , CGA , TFF1 , SCD , S100A16 , TRH , IFI27 , SERPINA3 , IFITM1 , CHGA , PRSS23 , FADS2 , CARTPT , SCUBE2 , S100A8 , KLK14 , KRT15 , TNNT1 , CA2 , S100A9 , LYZ , SLPI , CRISP3 , FGB , CALML5 , CYP4Z1 , CD52 , WFDC2 , SCGB2A2 , CXCL13 , SCGB2A1 |
| 10 | STAT1 | 117 | TNS1 , CAV1 , GSN , SPTBN1 , ENO3 , KBTBD10 , HBA2 , GPX3 , ANXA1 , CIDEC , NEB , ACSL1 , DST , TNNC1 , TXNIP , PLIN1 , G0S2 , PLIN4 , MYH2 , ACTA1 , VWF , CD36 , FABP4 , VIM , BGN , ARF1 , AHNAK , FN1 , SPARCL1 , H3F3A , MYL9 , GATA3 , DCN , MARCKSL1 , LRP1 , HIST2H2AA3, MAL2 , STARD10 , RNASE1 , SERPING1 , SPINT2 , SLC9A3R1 , JUP , SMS , KRT18 , KRT8 , SFRP1 , SYNGR2 , POSTN , MUC1 , TAGLN , CA12 , S100A4 , MIF , COL1A1 , ISG15 , S100P , KRT19 , CRIP1 , MAGED2 , PPDPF , FSTL1 , CIB1 , XBP1 , ESR1 , AGR2 , IFI6 , OAS3 , C3 , HIST1H1C , MRPS30 , COL1A2 , S100A11 , HSPB1 , SERPINF1 , TIMP1 , DHCR24 , CCND1 , FXYD3 , RARRES3 , MMP9 , AEBP1 , ERBB2 , COL3A1 , TFF3 , IDH2 , C4A , MDK , BST2 , NUCB2 , CGA , TFF1 , SCD , TRH , IFI27 , CLEC3A , IFITM1 , CHGA , FADS2 , SFRP2 , CD24 , GRIA2 , SCUBE2 , KLK14 , TNNT1 , CA2 , LYZ , SLPI , CRISP3 , FGB , GJA1 , CALML5 , CYP4Z1 , CD52 , SCGB2A2 , CXCL13 , DHRS2 |